{"success":true,"filters":{"role":"operations","firstWedge":null,"source":null,"search":null},"summary":{"portfolios":1,"artifacts":24,"courseArtifacts":4,"diagnosisArtifacts":6,"proofStages":7,"toolEvidenceLinks":4,"firstWedgeRole":null},"portfolios":[{"id":"workflow-portfolio-operations","role":"operations","roleLabel":"Operations","productLine":"AIducation for Operations","audience":"Operations, process excellence, business ops, and service delivery teams","firstWedge":false,"academyPath":"/ai-training/operations","workflowId":"workflow-operations-ai-readiness","workflowTitle":"Operations AI Workflow Lab","workflowDescription":"Build and verify a reusable AI workflow for operations teams using role-specific prompts, checks, and manager-visible evidence.","estimatedMinutes":25,"difficulty":"easy","portfolioCredentialId":"workflow_portfolio-operations","artifacts":[{"id":"course-proof-operations-operations-baseline-readiness-score","name":"Operations baseline readiness score","description":"Course proof artifact produced by Operations AI Readiness Course.","source":"course"},{"id":"course-proof-operations-operations-workflow-practice-evidence","name":"Operations workflow practice evidence","description":"Course proof artifact produced by Operations AI Readiness Course.","source":"course"},{"id":"course-proof-operations-operations-exit-assessment-benchmark","name":"Operations exit assessment benchmark","description":"Course proof artifact produced by Operations AI Readiness Course.","source":"course"},{"id":"course-proof-operations-operations-certificate-evidence-trail","name":"Operations certificate evidence trail","description":"Course proof artifact produced by Operations AI Readiness Course.","source":"course"},{"id":"workflow-operations-ai-readiness-operations-context","name":"Set the work context","description":"Frame a realistic operations task before asking AI for help.","source":"workflow_lab"},{"id":"workflow-operations-ai-readiness-operations-verify","name":"Add verification guardrails","description":"Refine the AI workflow so risky output gets checked before it reaches real work.","source":"workflow_lab"},{"id":"workflow-operations-ai-readiness-operations-playbook","name":"Create a reusable playbook","description":"Turn the practice into a reusable operations AI workflow playbook.","source":"workflow_lab"},{"id":"diagnosis-evidence-operations-bad-output-diagnosis-annotation","name":"Operations Bad-output diagnosis annotation","description":"Diagnosis-drill evidence that proves the learner can repair unsafe operations AI output before using it at work.","source":"diagnosis_drill"},{"id":"diagnosis-evidence-operations-hallucination-spotting-evidence-table","name":"Operations Hallucination spotting evidence table","description":"Diagnosis-drill evidence that proves the learner can repair unsafe operations AI output before using it at work.","source":"diagnosis_drill"},{"id":"diagnosis-evidence-operations-prompt-improvement-version-history","name":"Operations Prompt improvement version history","description":"Diagnosis-drill evidence that proves the learner can repair unsafe operations AI output before using it at work.","source":"diagnosis_drill"},{"id":"diagnosis-evidence-operations-privacy-minimization-note","name":"Operations Privacy minimization note","description":"Diagnosis-drill evidence that proves the learner can repair unsafe operations AI output before using it at work.","source":"diagnosis_drill"},{"id":"diagnosis-evidence-operations-policy-boundary-escalation-note","name":"Operations Policy-boundary escalation note","description":"Diagnosis-drill evidence that proves the learner can repair unsafe operations AI output before using it at work.","source":"diagnosis_drill"},{"id":"diagnosis-evidence-operations-verification-repair-evidence-trail","name":"Operations Verification repair evidence trail","description":"Diagnosis-drill evidence that proves the learner can repair unsafe operations AI output before using it at work.","source":"diagnosis_drill"},{"id":"platform-tool-script-operations-prompt-template","name":"Operations role prompt template","description":"Reusable prompt template for operations teams practicing sop generation and review.","source":"playbook"},{"id":"platform-tool-script-operations-verification-checklist","name":"Operations AI verification checklist","description":"Checklist for checking AI output before it is used in operations work.","source":"playbook"},{"id":"platform-tool-script-operations-workflow-playbook","name":"Operations AI workflow playbook","description":"Step-by-step playbook for turning sop generation and review into a repeatable AI-assisted workflow.","source":"playbook"},{"id":"tool-evidence-operations-chatgpt","name":"ChatGPT tool mission evidence","description":"Completed 3 ChatGPT missions with verification notes and role-fit output.","source":"tool_mission"},{"id":"tool-evidence-operations-claude","name":"Claude tool mission evidence","description":"Completed 3 Claude missions with verification notes and role-fit output.","source":"tool_mission"},{"id":"tool-evidence-operations-zapier","name":"Zapier tool mission evidence","description":"Completed 3 Zapier missions with verification notes and role-fit output.","source":"tool_mission"},{"id":"tool-evidence-operations-n8n","name":"n8n tool mission evidence","description":"Completed 3 n8n missions with verification notes and role-fit output.","source":"tool_mission"},{"id":"credential-evidence-operations-prompt-templates","name":"Prompt templates","description":"Credential evidence artifact for Operations AI Workflow Portfolio.","source":"credential"},{"id":"credential-evidence-operations-verification-checklists","name":"Verification checklists","description":"Credential evidence artifact for Operations AI Workflow Portfolio.","source":"credential"},{"id":"credential-evidence-operations-workflow-playbooks","name":"Workflow playbooks","description":"Credential evidence artifact for Operations AI Workflow Portfolio.","source":"credential"},{"id":"credential-evidence-operations-capstone-or-daily-mission-outputs","name":"Capstone or daily mission outputs","description":"Credential evidence artifact for Operations AI Workflow Portfolio.","source":"credential"}],"proofStages":[{"order":1,"name":"Baseline","evidence":"Operations readiness assessment score and skill gap map."},{"order":2,"name":"Course proof","evidence":"Operations baseline readiness score; Operations workflow practice evidence; Operations exit assessment benchmark; Operations certificate evidence trail"},{"order":3,"name":"Diagnosis","evidence":"Operations bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence."},{"order":4,"name":"Workflow lab","evidence":"Operations prompt, iteration, verification checklist, and final workflow output."},{"order":5,"name":"Tool mission","evidence":"ChatGPT, Claude, Zapier mission completions with risk checks."},{"order":6,"name":"Capstone","evidence":"Manager-readable artifact, rubric result, and next coaching action."},{"order":7,"name":"Credential","evidence":"Operations AI Workflow Portfolio"}],"toolEvidence":[{"slug":"chatgpt","name":"ChatGPT","missionCount":3},{"slug":"claude","name":"Claude","missionCount":3},{"slug":"zapier","name":"Zapier","missionCount":3},{"slug":"n8n","name":"n8n","missionCount":3}],"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?"],"exportFormats":["PDF evidence summary","CSV manager export","LMS completion record","Credential verification link"]}]}