{"success":true,"filters":{"role":null,"source":null,"downstreamUse":null,"firstWedge":null,"search":null},"summary":{"profiles":15,"artifacts":225,"courseOutputArtifacts":120,"roles":15,"lifecycleStages":90,"downstreamUses":7,"firstWedgeRole":"support"},"profiles":[{"id":"proof-artifacts-support","role":"support","roleLabel":"Support","productLine":"AIducation for Support","firstWedge":true,"academyPath":"/ai-training/support","courseId":"course-support-ai-readiness","courseTitle":"Support AI Readiness Course","credentialId":"readiness_certificate-support","managerReportId":"manager-coaching-report-support","artifacts":[{"id":"proof-course-output-support-support-baseline-readiness-score","name":"Support baseline readiness score","source":"course_output","description":"Required proof artifact produced by Support AI Readiness Course.","producedBy":"Support AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-support-support-workflow-practice-evidence","name":"Support workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Support AI Readiness Course.","producedBy":"Support AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-support-support-exit-assessment-benchmark","name":"Support exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Support AI Readiness Course.","producedBy":"Support AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-support-support-certificate-evidence-trail","name":"Support certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Support AI Readiness Course.","producedBy":"Support AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-support-support-baseline-readiness-score","name":"Support baseline readiness score","source":"course_output","description":"Course proof artifact produced by Support AI Readiness Course.","producedBy":"Support AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-support-support-workflow-practice-evidence","name":"Support workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Support AI Readiness Course.","producedBy":"Support AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-support-support-exit-assessment-benchmark","name":"Support exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Support AI Readiness Course.","producedBy":"Support AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-support-support-certificate-evidence-trail","name":"Support certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Support AI Readiness Course.","producedBy":"Support AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-support-ai-readiness-support-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic support task before asking AI for help.","producedBy":"Support AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-support-ai-readiness-support-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Support AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-support-ai-readiness-support-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable support AI workflow playbook.","producedBy":"Support AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-support-bad-output-diagnosis-annotation","name":"Support Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe support AI output before using it at work.","producedBy":"Support AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-support","name":"Support graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-support","name":"Support Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-support","name":"Support readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Support baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Support AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete Billing escalations and refunds with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which support skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-sales","role":"sales","roleLabel":"Sales","productLine":"AIducation for Sales","firstWedge":false,"academyPath":"/ai-training/sales","courseId":"course-sales-ai-readiness","courseTitle":"Sales AI Readiness Course","credentialId":"readiness_certificate-sales","managerReportId":"manager-coaching-report-sales","artifacts":[{"id":"proof-course-output-sales-sales-baseline-readiness-score","name":"Sales baseline readiness score","source":"course_output","description":"Required proof artifact produced by Sales AI Readiness Course.","producedBy":"Sales AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-sales-sales-workflow-practice-evidence","name":"Sales workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Sales AI Readiness Course.","producedBy":"Sales AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-sales-sales-exit-assessment-benchmark","name":"Sales exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Sales AI Readiness Course.","producedBy":"Sales AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-sales-sales-certificate-evidence-trail","name":"Sales certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Sales AI Readiness Course.","producedBy":"Sales AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-sales-sales-baseline-readiness-score","name":"Sales baseline readiness score","source":"course_output","description":"Course proof artifact produced by Sales AI Readiness Course.","producedBy":"Sales AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-sales-sales-workflow-practice-evidence","name":"Sales workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Sales AI Readiness Course.","producedBy":"Sales AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-sales-sales-exit-assessment-benchmark","name":"Sales exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Sales AI Readiness Course.","producedBy":"Sales AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-sales-sales-certificate-evidence-trail","name":"Sales certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Sales AI Readiness Course.","producedBy":"Sales AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-sales-ai-readiness-sales-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic sales task before asking AI for help.","producedBy":"Sales AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-sales-ai-readiness-sales-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Sales AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-sales-ai-readiness-sales-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable sales AI workflow playbook.","producedBy":"Sales AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-sales-bad-output-diagnosis-annotation","name":"Sales Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe sales AI output before using it at work.","producedBy":"Sales AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-sales","name":"Sales graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-sales","name":"Sales Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-sales","name":"Sales readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Sales baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Sales AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete Prospect research and account briefs with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which sales skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-marketing","role":"marketing","roleLabel":"Marketing","productLine":"AIducation for Marketing","firstWedge":false,"academyPath":"/ai-training/marketing","courseId":"course-marketing-ai-readiness","courseTitle":"Marketing AI Readiness Course","credentialId":"readiness_certificate-marketing","managerReportId":"manager-coaching-report-marketing","artifacts":[{"id":"proof-course-output-marketing-marketing-baseline-readiness-score","name":"Marketing baseline readiness score","source":"course_output","description":"Required proof artifact produced by Marketing AI Readiness Course.","producedBy":"Marketing AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-marketing-marketing-workflow-practice-evidence","name":"Marketing workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Marketing AI Readiness Course.","producedBy":"Marketing AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-marketing-marketing-exit-assessment-benchmark","name":"Marketing exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Marketing AI Readiness Course.","producedBy":"Marketing AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-marketing-marketing-certificate-evidence-trail","name":"Marketing certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Marketing AI Readiness Course.","producedBy":"Marketing AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-marketing-marketing-baseline-readiness-score","name":"Marketing baseline readiness score","source":"course_output","description":"Course proof artifact produced by Marketing AI Readiness Course.","producedBy":"Marketing AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-marketing-marketing-workflow-practice-evidence","name":"Marketing workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Marketing AI Readiness Course.","producedBy":"Marketing AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-marketing-marketing-exit-assessment-benchmark","name":"Marketing exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Marketing AI Readiness Course.","producedBy":"Marketing AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-marketing-marketing-certificate-evidence-trail","name":"Marketing certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Marketing AI Readiness Course.","producedBy":"Marketing AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-marketing-ai-readiness-marketing-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic marketing task before asking AI for help.","producedBy":"Marketing AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-marketing-ai-readiness-marketing-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Marketing AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-marketing-ai-readiness-marketing-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable marketing AI workflow playbook.","producedBy":"Marketing AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-marketing-bad-output-diagnosis-annotation","name":"Marketing Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe marketing AI output before using it at work.","producedBy":"Marketing AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-marketing","name":"Marketing graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-marketing","name":"Marketing Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-marketing","name":"Marketing readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Marketing baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Marketing AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete Product launch copy with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which marketing skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-hr","role":"hr","roleLabel":"HR","productLine":"AIducation for HR","firstWedge":false,"academyPath":"/ai-training/hr","courseId":"course-hr-ai-readiness","courseTitle":"HR AI Readiness Course","credentialId":"readiness_certificate-hr","managerReportId":"manager-coaching-report-hr","artifacts":[{"id":"proof-course-output-hr-hr-baseline-readiness-score","name":"HR baseline readiness score","source":"course_output","description":"Required proof artifact produced by HR AI Readiness Course.","producedBy":"HR AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-hr-hr-workflow-practice-evidence","name":"HR workflow practice evidence","source":"course_output","description":"Required proof artifact produced by HR AI Readiness Course.","producedBy":"HR AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-hr-hr-exit-assessment-benchmark","name":"HR exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by HR AI Readiness Course.","producedBy":"HR AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-hr-hr-certificate-evidence-trail","name":"HR certificate evidence trail","source":"course_output","description":"Required proof artifact produced by HR AI Readiness Course.","producedBy":"HR AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-hr-hr-baseline-readiness-score","name":"HR baseline readiness score","source":"course_output","description":"Course proof artifact produced by HR AI Readiness Course.","producedBy":"HR AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-hr-hr-workflow-practice-evidence","name":"HR workflow practice evidence","source":"course_output","description":"Course proof artifact produced by HR AI Readiness Course.","producedBy":"HR AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-hr-hr-exit-assessment-benchmark","name":"HR exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by HR AI Readiness Course.","producedBy":"HR AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-hr-hr-certificate-evidence-trail","name":"HR certificate evidence trail","source":"course_output","description":"Course proof artifact produced by HR AI Readiness Course.","producedBy":"HR AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-hr-ai-readiness-hr-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic hr task before asking AI for help.","producedBy":"HR AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-hr-ai-readiness-hr-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"HR AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-hr-ai-readiness-hr-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable hr AI workflow playbook.","producedBy":"HR AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-hr-bad-output-diagnosis-annotation","name":"HR Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe hr AI output before using it at work.","producedBy":"HR AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-hr","name":"HR graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-hr","name":"HR Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-hr","name":"HR readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"HR baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"HR AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete Policy drafting and explanation with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which hr skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-finance","role":"finance","roleLabel":"Finance","productLine":"AIducation for Finance","firstWedge":false,"academyPath":"/ai-training/finance","courseId":"course-finance-ai-readiness","courseTitle":"Finance AI Readiness Course","credentialId":"readiness_certificate-finance","managerReportId":"manager-coaching-report-finance","artifacts":[{"id":"proof-course-output-finance-finance-baseline-readiness-score","name":"Finance baseline readiness score","source":"course_output","description":"Required proof artifact produced by Finance AI Readiness Course.","producedBy":"Finance AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-finance-finance-workflow-practice-evidence","name":"Finance workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Finance AI Readiness Course.","producedBy":"Finance AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-finance-finance-exit-assessment-benchmark","name":"Finance exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Finance AI Readiness Course.","producedBy":"Finance AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-finance-finance-certificate-evidence-trail","name":"Finance certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Finance AI Readiness Course.","producedBy":"Finance AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-finance-finance-baseline-readiness-score","name":"Finance baseline readiness score","source":"course_output","description":"Course proof artifact produced by Finance AI Readiness Course.","producedBy":"Finance AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-finance-finance-workflow-practice-evidence","name":"Finance workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Finance AI Readiness Course.","producedBy":"Finance AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-finance-finance-exit-assessment-benchmark","name":"Finance exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Finance AI Readiness Course.","producedBy":"Finance AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-finance-finance-certificate-evidence-trail","name":"Finance certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Finance AI Readiness Course.","producedBy":"Finance AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-finance-ai-readiness-finance-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic finance task before asking AI for help.","producedBy":"Finance AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-finance-ai-readiness-finance-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Finance AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-finance-ai-readiness-finance-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable finance AI workflow playbook.","producedBy":"Finance AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-finance-bad-output-diagnosis-annotation","name":"Finance Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe finance AI output before using it at work.","producedBy":"Finance AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-finance","name":"Finance graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-finance","name":"Finance Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-finance","name":"Finance readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Finance baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Finance AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete Expense review and policy checks with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which finance skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-engineering","role":"engineering","roleLabel":"Engineering","productLine":"AIducation for Engineering","firstWedge":false,"academyPath":"/ai-training/engineering","courseId":"course-engineering-ai-readiness","courseTitle":"Engineering AI Readiness Course","credentialId":"readiness_certificate-engineering","managerReportId":"manager-coaching-report-engineering","artifacts":[{"id":"proof-course-output-engineering-engineering-baseline-readiness-score","name":"Engineering baseline readiness score","source":"course_output","description":"Required proof artifact produced by Engineering AI Readiness Course.","producedBy":"Engineering AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-engineering-engineering-workflow-practice-evidence","name":"Engineering workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Engineering AI Readiness Course.","producedBy":"Engineering AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-engineering-engineering-exit-assessment-benchmark","name":"Engineering exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Engineering AI Readiness Course.","producedBy":"Engineering AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-engineering-engineering-certificate-evidence-trail","name":"Engineering certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Engineering AI Readiness Course.","producedBy":"Engineering AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-engineering-engineering-baseline-readiness-score","name":"Engineering baseline readiness score","source":"course_output","description":"Course proof artifact produced by Engineering AI Readiness Course.","producedBy":"Engineering AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-engineering-engineering-workflow-practice-evidence","name":"Engineering workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Engineering AI Readiness Course.","producedBy":"Engineering AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-engineering-engineering-exit-assessment-benchmark","name":"Engineering exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Engineering AI Readiness Course.","producedBy":"Engineering AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-engineering-engineering-certificate-evidence-trail","name":"Engineering certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Engineering AI Readiness Course.","producedBy":"Engineering AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-engineering-ai-readiness-engineering-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic engineering task before asking AI for help.","producedBy":"Engineering AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-engineering-ai-readiness-engineering-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Engineering AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-engineering-ai-readiness-engineering-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable engineering AI workflow playbook.","producedBy":"Engineering AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-engineering-bad-output-diagnosis-annotation","name":"Engineering Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe engineering AI output before using it at work.","producedBy":"Engineering AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-engineering","name":"Engineering graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-engineering","name":"Engineering Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-engineering","name":"Engineering readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Engineering baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Engineering AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete AI-assisted code review with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which engineering skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-product","role":"product","roleLabel":"Product","productLine":"AIducation for Product Managers","firstWedge":false,"academyPath":"/ai-training/product","courseId":"course-product-ai-readiness","courseTitle":"Product AI Readiness Course","credentialId":"readiness_certificate-product","managerReportId":"manager-coaching-report-product","artifacts":[{"id":"proof-course-output-product-product-baseline-readiness-score","name":"Product baseline readiness score","source":"course_output","description":"Required proof artifact produced by Product AI Readiness Course.","producedBy":"Product AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-product-product-workflow-practice-evidence","name":"Product workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Product AI Readiness Course.","producedBy":"Product AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-product-product-exit-assessment-benchmark","name":"Product exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Product AI Readiness Course.","producedBy":"Product AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-product-product-certificate-evidence-trail","name":"Product certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Product AI Readiness Course.","producedBy":"Product AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-product-product-baseline-readiness-score","name":"Product baseline readiness score","source":"course_output","description":"Course proof artifact produced by Product AI Readiness Course.","producedBy":"Product AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-product-product-workflow-practice-evidence","name":"Product workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Product AI Readiness Course.","producedBy":"Product AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-product-product-exit-assessment-benchmark","name":"Product exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Product AI Readiness Course.","producedBy":"Product AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-product-product-certificate-evidence-trail","name":"Product certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Product AI Readiness Course.","producedBy":"Product AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-product-ai-readiness-product-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic product task before asking AI for help.","producedBy":"Product AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-product-ai-readiness-product-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Product AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-product-ai-readiness-product-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable product AI workflow playbook.","producedBy":"Product AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-product-bad-output-diagnosis-annotation","name":"Product Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe product AI output before using it at work.","producedBy":"Product AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-product","name":"Product graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-product","name":"Product Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-product","name":"Product readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Product baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Product AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete PRD review and requirement tightening with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which product skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-executives","role":"executives","roleLabel":"Executives","productLine":"AIducation for Executives","firstWedge":false,"academyPath":"/ai-training/executives","courseId":"course-executives-ai-readiness","courseTitle":"Executives AI Readiness Course","credentialId":"readiness_certificate-executives","managerReportId":"manager-coaching-report-executives","artifacts":[{"id":"proof-course-output-executives-executives-baseline-readiness-score","name":"Executives baseline readiness score","source":"course_output","description":"Required proof artifact produced by Executives AI Readiness Course.","producedBy":"Executives AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-executives-executives-workflow-practice-evidence","name":"Executives workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Executives AI Readiness Course.","producedBy":"Executives AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-executives-executives-exit-assessment-benchmark","name":"Executives exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Executives AI Readiness Course.","producedBy":"Executives AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-executives-executives-certificate-evidence-trail","name":"Executives certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Executives AI Readiness Course.","producedBy":"Executives AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-executives-executives-baseline-readiness-score","name":"Executives baseline readiness score","source":"course_output","description":"Course proof artifact produced by Executives AI Readiness Course.","producedBy":"Executives AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-executives-executives-workflow-practice-evidence","name":"Executives workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Executives AI Readiness Course.","producedBy":"Executives AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-executives-executives-exit-assessment-benchmark","name":"Executives exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Executives AI Readiness Course.","producedBy":"Executives AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-executives-executives-certificate-evidence-trail","name":"Executives certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Executives AI Readiness Course.","producedBy":"Executives AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-executives-ai-readiness-executives-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic executives task before asking AI for help.","producedBy":"Executives AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-executives-ai-readiness-executives-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Executives AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-executives-ai-readiness-executives-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable executives AI workflow playbook.","producedBy":"Executives AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-executives-bad-output-diagnosis-annotation","name":"Executives Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe executives AI output before using it at work.","producedBy":"Executives AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-executives","name":"Executives graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-executives","name":"Executives Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-executives","name":"Executives readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Executives baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Executives AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete AI strategy and governance with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which executives skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-operations","role":"operations","roleLabel":"Operations","productLine":"AIducation for Operations","firstWedge":false,"academyPath":"/ai-training/operations","courseId":"course-operations-ai-readiness","courseTitle":"Operations AI Readiness Course","credentialId":"readiness_certificate-operations","managerReportId":"manager-coaching-report-operations","artifacts":[{"id":"proof-course-output-operations-operations-baseline-readiness-score","name":"Operations baseline readiness score","source":"course_output","description":"Required proof artifact produced by Operations AI Readiness Course.","producedBy":"Operations AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-operations-operations-workflow-practice-evidence","name":"Operations workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Operations AI Readiness Course.","producedBy":"Operations AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-operations-operations-exit-assessment-benchmark","name":"Operations exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Operations AI Readiness Course.","producedBy":"Operations AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-operations-operations-certificate-evidence-trail","name":"Operations certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Operations AI Readiness Course.","producedBy":"Operations AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-operations-operations-baseline-readiness-score","name":"Operations baseline readiness score","source":"course_output","description":"Course proof artifact produced by Operations AI Readiness Course.","producedBy":"Operations AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-operations-operations-workflow-practice-evidence","name":"Operations workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Operations AI Readiness Course.","producedBy":"Operations AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-operations-operations-exit-assessment-benchmark","name":"Operations exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Operations AI Readiness Course.","producedBy":"Operations AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-operations-operations-certificate-evidence-trail","name":"Operations certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Operations AI Readiness Course.","producedBy":"Operations AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-operations-ai-readiness-operations-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic operations task before asking AI for help.","producedBy":"Operations AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-operations-ai-readiness-operations-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Operations AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-operations-ai-readiness-operations-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable operations AI workflow playbook.","producedBy":"Operations AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-operations-bad-output-diagnosis-annotation","name":"Operations Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe operations AI output before using it at work.","producedBy":"Operations AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-operations","name":"Operations graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-operations","name":"Operations Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-operations","name":"Operations readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Operations baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Operations AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete SOP generation and review with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which operations skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-students","role":"students","roleLabel":"Students","productLine":"AIducation for Students","firstWedge":false,"academyPath":"/ai-training/students","courseId":"course-students-ai-readiness","courseTitle":"Students AI Readiness Course","credentialId":"readiness_certificate-students","managerReportId":"manager-coaching-report-students","artifacts":[{"id":"proof-course-output-students-students-baseline-readiness-score","name":"Students baseline readiness score","source":"course_output","description":"Required proof artifact produced by Students AI Readiness Course.","producedBy":"Students AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-students-students-workflow-practice-evidence","name":"Students workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Students AI Readiness Course.","producedBy":"Students AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-students-students-exit-assessment-benchmark","name":"Students exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Students AI Readiness Course.","producedBy":"Students AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-students-students-certificate-evidence-trail","name":"Students certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Students AI Readiness Course.","producedBy":"Students AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-students-students-baseline-readiness-score","name":"Students baseline readiness score","source":"course_output","description":"Course proof artifact produced by Students AI Readiness Course.","producedBy":"Students AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-students-students-workflow-practice-evidence","name":"Students workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Students AI Readiness Course.","producedBy":"Students AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-students-students-exit-assessment-benchmark","name":"Students exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Students AI Readiness Course.","producedBy":"Students AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-students-students-certificate-evidence-trail","name":"Students certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Students AI Readiness Course.","producedBy":"Students AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-students-ai-readiness-students-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic students task before asking AI for help.","producedBy":"Students AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-students-ai-readiness-students-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Students AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-students-ai-readiness-students-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable students AI workflow playbook.","producedBy":"Students AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-students-bad-output-diagnosis-annotation","name":"Students Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe students AI output before using it at work.","producedBy":"Students AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-students","name":"Students graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-students","name":"Students Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-students","name":"Students readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Students baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Students AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete Research planning and source checking with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which students skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-teachers","role":"teachers","roleLabel":"Teachers","productLine":"AIducation for Teachers","firstWedge":false,"academyPath":"/ai-training/teachers","courseId":"course-teachers-ai-readiness","courseTitle":"Teachers AI Readiness Course","credentialId":"readiness_certificate-teachers","managerReportId":"manager-coaching-report-teachers","artifacts":[{"id":"proof-course-output-teachers-teachers-baseline-readiness-score","name":"Teachers baseline readiness score","source":"course_output","description":"Required proof artifact produced by Teachers AI Readiness Course.","producedBy":"Teachers AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-teachers-teachers-workflow-practice-evidence","name":"Teachers workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Teachers AI Readiness Course.","producedBy":"Teachers AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-teachers-teachers-exit-assessment-benchmark","name":"Teachers exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Teachers AI Readiness Course.","producedBy":"Teachers AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-teachers-teachers-certificate-evidence-trail","name":"Teachers certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Teachers AI Readiness Course.","producedBy":"Teachers AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-teachers-teachers-baseline-readiness-score","name":"Teachers baseline readiness score","source":"course_output","description":"Course proof artifact produced by Teachers AI Readiness Course.","producedBy":"Teachers AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-teachers-teachers-workflow-practice-evidence","name":"Teachers workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Teachers AI Readiness Course.","producedBy":"Teachers AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-teachers-teachers-exit-assessment-benchmark","name":"Teachers exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Teachers AI Readiness Course.","producedBy":"Teachers AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-teachers-teachers-certificate-evidence-trail","name":"Teachers certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Teachers AI Readiness Course.","producedBy":"Teachers AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-teachers-ai-readiness-teachers-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic teachers task before asking AI for help.","producedBy":"Teachers AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-teachers-ai-readiness-teachers-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Teachers AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-teachers-ai-readiness-teachers-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable teachers AI workflow playbook.","producedBy":"Teachers AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-teachers-bad-output-diagnosis-annotation","name":"Teachers Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe teachers AI output before using it at work.","producedBy":"Teachers AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-teachers","name":"Teachers graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-teachers","name":"Teachers Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-teachers","name":"Teachers readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Teachers baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Teachers AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete Lesson planning with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which teachers skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-government","role":"government","roleLabel":"Government","productLine":"AIducation for Government","firstWedge":false,"academyPath":"/ai-training/government","courseId":"course-government-ai-readiness","courseTitle":"Government AI Readiness Course","credentialId":"readiness_certificate-government","managerReportId":"manager-coaching-report-government","artifacts":[{"id":"proof-course-output-government-government-baseline-readiness-score","name":"Government baseline readiness score","source":"course_output","description":"Required proof artifact produced by Government AI Readiness Course.","producedBy":"Government AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-government-government-workflow-practice-evidence","name":"Government workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Government AI Readiness Course.","producedBy":"Government AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-government-government-exit-assessment-benchmark","name":"Government exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Government AI Readiness Course.","producedBy":"Government AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-government-government-certificate-evidence-trail","name":"Government certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Government AI Readiness Course.","producedBy":"Government AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-government-government-baseline-readiness-score","name":"Government baseline readiness score","source":"course_output","description":"Course proof artifact produced by Government AI Readiness Course.","producedBy":"Government AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-government-government-workflow-practice-evidence","name":"Government workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Government AI Readiness Course.","producedBy":"Government AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-government-government-exit-assessment-benchmark","name":"Government exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Government AI Readiness Course.","producedBy":"Government AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-government-government-certificate-evidence-trail","name":"Government certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Government AI Readiness Course.","producedBy":"Government AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-government-ai-readiness-government-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic government task before asking AI for help.","producedBy":"Government AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-government-ai-readiness-government-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Government AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-government-ai-readiness-government-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable government AI workflow playbook.","producedBy":"Government AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-government-bad-output-diagnosis-annotation","name":"Government Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe government AI output before using it at work.","producedBy":"Government AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-government","name":"Government graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-government","name":"Government Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-government","name":"Government readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Government baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Government AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete Citizen service response with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which government skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-healthcare-admin","role":"healthcare-admin","roleLabel":"Healthcare Admin","productLine":"AIducation for Healthcare Admin","firstWedge":false,"academyPath":"/ai-training/healthcare-admin","courseId":"course-healthcare-admin-ai-readiness","courseTitle":"Healthcare Admin AI Readiness Course","credentialId":"readiness_certificate-healthcare-admin","managerReportId":"manager-coaching-report-healthcare-admin","artifacts":[{"id":"proof-course-output-healthcare-admin-healthcare-admin-baseline-readiness-score","name":"Healthcare Admin baseline readiness score","source":"course_output","description":"Required proof artifact produced by Healthcare Admin AI Readiness Course.","producedBy":"Healthcare Admin AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-healthcare-admin-healthcare-admin-workflow-practice-evidence","name":"Healthcare Admin workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Healthcare Admin AI Readiness Course.","producedBy":"Healthcare Admin AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-healthcare-admin-healthcare-admin-exit-assessment-benchmark","name":"Healthcare Admin exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Healthcare Admin AI Readiness Course.","producedBy":"Healthcare Admin AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-healthcare-admin-healthcare-admin-certificate-evidence-trail","name":"Healthcare Admin certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Healthcare Admin AI Readiness Course.","producedBy":"Healthcare Admin AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-healthcare-admin-healthcare-admin-baseline-readiness-score","name":"Healthcare Admin baseline readiness score","source":"course_output","description":"Course proof artifact produced by Healthcare Admin AI Readiness Course.","producedBy":"Healthcare Admin AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-healthcare-admin-healthcare-admin-workflow-practice-evidence","name":"Healthcare Admin workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Healthcare Admin AI Readiness Course.","producedBy":"Healthcare Admin AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-healthcare-admin-healthcare-admin-exit-assessment-benchmark","name":"Healthcare Admin exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Healthcare Admin AI Readiness Course.","producedBy":"Healthcare Admin AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-healthcare-admin-healthcare-admin-certificate-evidence-trail","name":"Healthcare Admin certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Healthcare Admin AI Readiness Course.","producedBy":"Healthcare Admin AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-healthcare-admin-ai-readiness-healthcare-admin-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic healthcare admin task before asking AI for help.","producedBy":"Healthcare Admin AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-healthcare-admin-ai-readiness-healthcare-admin-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Healthcare Admin AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-healthcare-admin-ai-readiness-healthcare-admin-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable healthcare admin AI workflow playbook.","producedBy":"Healthcare Admin AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-healthcare-admin-bad-output-diagnosis-annotation","name":"Healthcare Admin Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe healthcare admin AI output before using it at work.","producedBy":"Healthcare Admin AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-healthcare-admin","name":"Healthcare Admin graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-healthcare-admin","name":"Healthcare Admin Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-healthcare-admin","name":"Healthcare Admin readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Healthcare Admin baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Healthcare Admin AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete Patient communication with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which healthcare admin skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-legal","role":"legal","roleLabel":"Legal","productLine":"AIducation for Legal Teams","firstWedge":false,"academyPath":"/ai-training/legal","courseId":"course-legal-ai-readiness","courseTitle":"Legal AI Readiness Course","credentialId":"readiness_certificate-legal","managerReportId":"manager-coaching-report-legal","artifacts":[{"id":"proof-course-output-legal-legal-baseline-readiness-score","name":"Legal baseline readiness score","source":"course_output","description":"Required proof artifact produced by Legal AI Readiness Course.","producedBy":"Legal AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-legal-legal-workflow-practice-evidence","name":"Legal workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Legal AI Readiness Course.","producedBy":"Legal AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-legal-legal-exit-assessment-benchmark","name":"Legal exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Legal AI Readiness Course.","producedBy":"Legal AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-legal-legal-certificate-evidence-trail","name":"Legal certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Legal AI Readiness Course.","producedBy":"Legal AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-legal-legal-baseline-readiness-score","name":"Legal baseline readiness score","source":"course_output","description":"Course proof artifact produced by Legal AI Readiness Course.","producedBy":"Legal AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-legal-legal-workflow-practice-evidence","name":"Legal workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Legal AI Readiness Course.","producedBy":"Legal AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-legal-legal-exit-assessment-benchmark","name":"Legal exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Legal AI Readiness Course.","producedBy":"Legal AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-legal-legal-certificate-evidence-trail","name":"Legal certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Legal AI Readiness Course.","producedBy":"Legal AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-legal-ai-readiness-legal-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic legal task before asking AI for help.","producedBy":"Legal AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-legal-ai-readiness-legal-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Legal AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-legal-ai-readiness-legal-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable legal AI workflow playbook.","producedBy":"Legal AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-legal-bad-output-diagnosis-annotation","name":"Legal Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe legal AI output before using it at work.","producedBy":"Legal AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-legal","name":"Legal graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-legal","name":"Legal Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-legal","name":"Legal readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Legal baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Legal AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete Contract risk review with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which legal skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]},{"id":"proof-artifacts-small-business","role":"small-business","roleLabel":"Small Business","productLine":"AIducation for Small Businesses","firstWedge":false,"academyPath":"/ai-training/small-business","courseId":"course-small-business-ai-readiness","courseTitle":"Small Business AI Readiness Course","credentialId":"readiness_certificate-small-business","managerReportId":"manager-coaching-report-small-business","artifacts":[{"id":"proof-course-output-small-business-small-business-baseline-readiness-score","name":"Small Business baseline readiness score","source":"course_output","description":"Required proof artifact produced by Small Business AI Readiness Course.","producedBy":"Small Business AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-small-business-small-business-workflow-practice-evidence","name":"Small Business workflow practice evidence","source":"course_output","description":"Required proof artifact produced by Small Business AI Readiness Course.","producedBy":"Small Business AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-small-business-small-business-exit-assessment-benchmark","name":"Small Business exit assessment benchmark","source":"course_output","description":"Required proof artifact produced by Small Business AI Readiness Course.","producedBy":"Small Business AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-course-output-small-business-small-business-certificate-evidence-trail","name":"Small Business certificate evidence trail","source":"course_output","description":"Required proof artifact produced by Small Business AI Readiness Course.","producedBy":"Small Business AI Readiness Course","reviewGate":"Course completion and rubric evidence must be attached before credential handoff.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-small-business-small-business-baseline-readiness-score","name":"Small Business baseline readiness score","source":"course_output","description":"Course proof artifact produced by Small Business AI Readiness Course.","producedBy":"Small Business AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-small-business-small-business-workflow-practice-evidence","name":"Small Business workflow practice evidence","source":"course_output","description":"Course proof artifact produced by Small Business AI Readiness Course.","producedBy":"Small Business AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-small-business-small-business-exit-assessment-benchmark","name":"Small Business exit assessment benchmark","source":"course_output","description":"Course proof artifact produced by Small Business AI Readiness Course.","producedBy":"Small Business AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"course-proof-small-business-small-business-certificate-evidence-trail","name":"Small Business certificate evidence trail","source":"course_output","description":"Course proof artifact produced by Small Business AI Readiness Course.","producedBy":"Small Business AI Readiness Course","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"workflow-small-business-ai-readiness-small-business-context","name":"Set the work context","source":"workflow_lab","description":"Frame a realistic small business task before asking AI for help.","producedBy":"Small Business AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-small-business-ai-readiness-small-business-verify","name":"Add verification guardrails","source":"workflow_lab","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","producedBy":"Small Business AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"workflow-small-business-ai-readiness-small-business-playbook","name":"Create a reusable playbook","source":"workflow_lab","description":"Turn the practice into a reusable small business AI workflow playbook.","producedBy":"Small Business AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"diagnosis-evidence-small-business-bad-output-diagnosis-annotation","name":"Small Business Bad-output diagnosis annotation","source":"diagnosis_repair","description":"Diagnosis-drill evidence that proves the learner can repair unsafe small business AI output before using it at work.","producedBy":"Small Business AI Workflow Lab","reviewGate":"Manager verifies prompt, output, human judgment, and rubric evidence before scaling.","downstreamUses":["learner_portfolio","manager_review","credential","company_academy"]},{"id":"proof-simulation-result-small-business","name":"Small Business graded simulation result","source":"simulation_result","description":"Universal grading result with rubric dimensions, feedback, and pass/fail readiness signal.","producedBy":"Universal grading API","reviewGate":"Validated model output and tenant-scoped target access are required before persistence.","downstreamUses":["learner_portfolio","manager_review","credential","lms_export"]},{"id":"proof-manager-report-small-business","name":"Small Business Manager Coaching Report","source":"manager_report","description":"Team coaching summary built from baseline, exit, scenario, workflow, and credential evidence.","producedBy":"Manager coaching report","reviewGate":"Managers inspect repeated weak dimensions and choose the next coaching action.","downstreamUses":["manager_review","hris_export","audit","company_academy"]},{"id":"proof-export-record-small-business","name":"Small Business readiness export record","source":"export_record","description":"Export-safe record for LMS, HRIS, dashboard, audit log, data warehouse, or webhook handoff.","producedBy":"Evidence export center","reviewGate":"Exports include proof metadata and artifact references, not private raw scenario contents.","downstreamUses":["lms_export","hris_export","audit"]}],"proofLifecycle":[{"order":1,"stage":"Baseline","artifactSource":"course_output","evidenceRequired":"Small Business baseline readiness score and initial skill gap.","owner":"learner"},{"order":2,"stage":"Simulation","artifactSource":"simulation_result","evidenceRequired":"Universal grading result with rubric dimensions and feedback.","owner":"system"},{"order":3,"stage":"Workflow artifact","artifactSource":"workflow_lab","evidenceRequired":"Prompt, output, verification checklist, and final role work artifact.","owner":"learner"},{"order":4,"stage":"Manager review","artifactSource":"manager_report","evidenceRequired":"Coaching note, weak dimensions, readiness decision, and next assignment.","owner":"manager"},{"order":5,"stage":"Credential","artifactSource":"credential_evidence","evidenceRequired":"Small Business AI Readiness Certificate","owner":"system"},{"order":6,"stage":"Export","artifactSource":"export_record","evidenceRequired":"LMS, HRIS, audit, dashboard, or webhook-ready proof record.","owner":"admin"}],"managerReviewQuestions":["Can the learner complete Local marketing and content with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which small business skill atom should the learner practice next?"],"exportDestinations":["Learner portfolio","Manager coaching report","Credential verification","LMS completion export","HRIS certification registry","Audit evidence export"]}]}