{"success":true,"filters":{"role":null,"firstWedge":null,"controlType":null,"search":null},"summary":{"policyAcademies":15,"controls":105,"approvedToolLinks":56,"approvedArtifacts":45,"misuseSignals":60,"firstWedgeRole":"support"},"profiles":[{"id":"policy-training-support","role":"support","roleLabel":"Support","productLine":"AIducation for Support","audience":"Support, CX, QA, and support operations teams","firstWedge":true,"academyPath":"/ai-training/support","policyAcademyName":"Support AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"support-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"support-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"support-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"support-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"support-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"support-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"support-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved support practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved support practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"copilot","name":"Microsoft Copilot","category":"productivity","allowedUse":"Use Microsoft Copilot for approved support practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Permission boundaries matter"}],"approvedArtifacts":[{"id":"platform-tool-script-support-prompt-template","name":"Support role prompt template","type":"prompt_template"},{"id":"platform-tool-script-support-verification-checklist","name":"Support AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-support-workflow-playbook","name":"Support AI workflow playbook","type":"workflow"}],"misuseSignals":["Support learner pastes sensitive data into an unapproved AI tool","Support learner forwards AI output without verification or source evidence","Support workflow automates a decision that requires human approval","Support artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Support learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Support learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Support learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Support learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-sales","role":"sales","roleLabel":"Sales","productLine":"AIducation for Sales","audience":"Sales, revenue, SDR, AE, and customer growth teams","firstWedge":false,"academyPath":"/ai-training/sales","policyAcademyName":"Sales AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"sales-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"sales-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"sales-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"sales-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"sales-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"sales-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"sales-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved sales practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved sales practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"perplexity","name":"Perplexity","category":"research","allowedUse":"Use Perplexity for approved sales practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Sources still need inspection"}],"approvedArtifacts":[{"id":"platform-tool-script-sales-prompt-template","name":"Sales role prompt template","type":"prompt_template"},{"id":"platform-tool-script-sales-verification-checklist","name":"Sales AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-sales-workflow-playbook","name":"Sales AI workflow playbook","type":"workflow"}],"misuseSignals":["Sales learner pastes sensitive data into an unapproved AI tool","Sales learner forwards AI output without verification or source evidence","Sales workflow automates a decision that requires human approval","Sales artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Sales learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Sales learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Sales learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Sales learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-marketing","role":"marketing","roleLabel":"Marketing","productLine":"AIducation for Marketing","audience":"Marketing, content, growth, lifecycle, brand, and creative teams","firstWedge":false,"academyPath":"/ai-training/marketing","policyAcademyName":"Marketing AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"marketing-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"marketing-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"marketing-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"marketing-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"marketing-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"marketing-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"marketing-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved marketing practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved marketing practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"gemini","name":"Gemini","category":"ai_assistant","allowedUse":"Use Gemini for approved marketing practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Requires source checking"},{"slug":"midjourney","name":"Midjourney","category":"image_generation","allowedUse":"Use Midjourney for approved marketing practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Brand/legal review needed"}],"approvedArtifacts":[{"id":"platform-tool-script-marketing-prompt-template","name":"Marketing role prompt template","type":"prompt_template"},{"id":"platform-tool-script-marketing-verification-checklist","name":"Marketing AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-marketing-workflow-playbook","name":"Marketing AI workflow playbook","type":"workflow"}],"misuseSignals":["Marketing learner pastes sensitive data into an unapproved AI tool","Marketing learner forwards AI output without verification or source evidence","Marketing workflow automates a decision that requires human approval","Marketing artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Marketing learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Marketing learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Marketing learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Marketing learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-hr","role":"hr","roleLabel":"HR","productLine":"AIducation for HR","audience":"HR, people operations, recruiting, L&D, and managers","firstWedge":false,"academyPath":"/ai-training/hr","policyAcademyName":"HR AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"hr-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"hr-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"hr-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"hr-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"hr-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"hr-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"hr-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved hr practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved hr practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"gemini","name":"Gemini","category":"ai_assistant","allowedUse":"Use Gemini for approved hr practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Requires source checking"},{"slug":"copilot","name":"Microsoft Copilot","category":"productivity","allowedUse":"Use Microsoft Copilot for approved hr practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Permission boundaries matter"}],"approvedArtifacts":[{"id":"platform-tool-script-hr-prompt-template","name":"HR role prompt template","type":"prompt_template"},{"id":"platform-tool-script-hr-verification-checklist","name":"HR AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-hr-workflow-playbook","name":"HR AI workflow playbook","type":"workflow"}],"misuseSignals":["HR learner pastes sensitive data into an unapproved AI tool","HR learner forwards AI output without verification or source evidence","HR workflow automates a decision that requires human approval","HR artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"HR learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"HR learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"HR learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"HR learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-finance","role":"finance","roleLabel":"Finance","productLine":"AIducation for Finance","audience":"Finance, FP&A, accounting, revenue, and operations teams","firstWedge":false,"academyPath":"/ai-training/finance","policyAcademyName":"Finance AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"finance-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"finance-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"finance-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"finance-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"finance-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"finance-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"finance-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved finance practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved finance practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"copilot","name":"Microsoft Copilot","category":"productivity","allowedUse":"Use Microsoft Copilot for approved finance practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Permission boundaries matter"},{"slug":"excel-ai","name":"Excel AI","category":"productivity","allowedUse":"Use Excel AI for approved finance practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs data validation"}],"approvedArtifacts":[{"id":"platform-tool-script-finance-prompt-template","name":"Finance role prompt template","type":"prompt_template"},{"id":"platform-tool-script-finance-verification-checklist","name":"Finance AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-finance-workflow-playbook","name":"Finance AI workflow playbook","type":"workflow"}],"misuseSignals":["Finance learner pastes sensitive data into an unapproved AI tool","Finance learner forwards AI output without verification or source evidence","Finance workflow automates a decision that requires human approval","Finance artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Finance learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Finance learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Finance learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Finance learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-engineering","role":"engineering","roleLabel":"Engineering","productLine":"AIducation for Engineering","audience":"Engineering, platform, security, QA, and developer productivity teams","firstWedge":false,"academyPath":"/ai-training/engineering","policyAcademyName":"Engineering AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"engineering-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"engineering-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"engineering-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"engineering-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"engineering-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"engineering-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"engineering-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved engineering practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved engineering practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"copilot","name":"Microsoft Copilot","category":"productivity","allowedUse":"Use Microsoft Copilot for approved engineering practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Permission boundaries matter"},{"slug":"cursor","name":"Cursor","category":"coding","allowedUse":"Use Cursor for approved engineering practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Generated code needs review"}],"approvedArtifacts":[{"id":"platform-tool-script-engineering-prompt-template","name":"Engineering role prompt template","type":"prompt_template"},{"id":"platform-tool-script-engineering-verification-checklist","name":"Engineering AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-engineering-workflow-playbook","name":"Engineering AI workflow playbook","type":"workflow"}],"misuseSignals":["Engineering learner pastes sensitive data into an unapproved AI tool","Engineering learner forwards AI output without verification or source evidence","Engineering workflow automates a decision that requires human approval","Engineering artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Engineering learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Engineering learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Engineering learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Engineering learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-product","role":"product","roleLabel":"Product","productLine":"AIducation for Product Managers","audience":"Product managers, product ops, research, and design partners","firstWedge":false,"academyPath":"/ai-training/product","policyAcademyName":"Product AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"product-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"product-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"product-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"product-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"product-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"product-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"product-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved product practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved product practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"perplexity","name":"Perplexity","category":"research","allowedUse":"Use Perplexity for approved product practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Sources still need inspection"}],"approvedArtifacts":[{"id":"platform-tool-script-product-prompt-template","name":"Product role prompt template","type":"prompt_template"},{"id":"platform-tool-script-product-verification-checklist","name":"Product AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-product-workflow-playbook","name":"Product AI workflow playbook","type":"workflow"}],"misuseSignals":["Product learner pastes sensitive data into an unapproved AI tool","Product learner forwards AI output without verification or source evidence","Product workflow automates a decision that requires human approval","Product artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Product learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Product learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Product learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Product learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-executives","role":"executives","roleLabel":"Executives","productLine":"AIducation for Executives","audience":"Executives, transformation leaders, CIOs, COOs, and business unit leaders","firstWedge":false,"academyPath":"/ai-training/executives","policyAcademyName":"Executives AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"executives-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"executives-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"executives-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"executives-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"executives-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"executives-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"executives-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved executives practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved executives practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"gemini","name":"Gemini","category":"ai_assistant","allowedUse":"Use Gemini for approved executives practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Requires source checking"},{"slug":"copilot","name":"Microsoft Copilot","category":"productivity","allowedUse":"Use Microsoft Copilot for approved executives practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Permission boundaries matter"}],"approvedArtifacts":[{"id":"platform-tool-script-executives-prompt-template","name":"Executives role prompt template","type":"prompt_template"},{"id":"platform-tool-script-executives-verification-checklist","name":"Executives AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-executives-workflow-playbook","name":"Executives AI workflow playbook","type":"workflow"}],"misuseSignals":["Executives learner pastes sensitive data into an unapproved AI tool","Executives learner forwards AI output without verification or source evidence","Executives workflow automates a decision that requires human approval","Executives artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Executives learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Executives learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Executives learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Executives learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-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","policyAcademyName":"Operations AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"operations-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"operations-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"operations-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"operations-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"operations-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"operations-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"operations-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved operations practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved operations practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"zapier","name":"Zapier","category":"automation","allowedUse":"Use Zapier for approved operations practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Workflow errors can scale quickly"},{"slug":"n8n","name":"n8n","category":"automation","allowedUse":"Use n8n for approved operations practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Requires stronger technical ownership"}],"approvedArtifacts":[{"id":"platform-tool-script-operations-prompt-template","name":"Operations role prompt template","type":"prompt_template"},{"id":"platform-tool-script-operations-verification-checklist","name":"Operations AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-operations-workflow-playbook","name":"Operations AI workflow playbook","type":"workflow"}],"misuseSignals":["Operations learner pastes sensitive data into an unapproved AI tool","Operations learner forwards AI output without verification or source evidence","Operations workflow automates a decision that requires human approval","Operations artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Operations learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Operations learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Operations learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Operations learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-students","role":"students","roleLabel":"Students","productLine":"AIducation for Students","audience":"Students, independent learners, and early-career professionals","firstWedge":false,"academyPath":"/ai-training/students","policyAcademyName":"Students AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"students-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"students-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"students-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"students-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"students-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"students-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"students-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved students practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved students practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"gemini","name":"Gemini","category":"ai_assistant","allowedUse":"Use Gemini for approved students practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Requires source checking"},{"slug":"perplexity","name":"Perplexity","category":"research","allowedUse":"Use Perplexity for approved students practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Sources still need inspection"}],"approvedArtifacts":[{"id":"platform-tool-script-students-prompt-template","name":"Students role prompt template","type":"prompt_template"},{"id":"platform-tool-script-students-verification-checklist","name":"Students AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-students-workflow-playbook","name":"Students AI workflow playbook","type":"workflow"}],"misuseSignals":["Students learner pastes sensitive data into an unapproved AI tool","Students learner forwards AI output without verification or source evidence","Students workflow automates a decision that requires human approval","Students artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Students learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Students learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Students learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Students learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-teachers","role":"teachers","roleLabel":"Teachers","productLine":"AIducation for Teachers","audience":"Teachers, instructional coaches, curriculum teams, and school leaders","firstWedge":false,"academyPath":"/ai-training/teachers","policyAcademyName":"Teachers AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"teachers-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"teachers-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"teachers-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"teachers-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"teachers-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"teachers-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"teachers-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved teachers practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved teachers practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"gemini","name":"Gemini","category":"ai_assistant","allowedUse":"Use Gemini for approved teachers practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Requires source checking"},{"slug":"copilot","name":"Microsoft Copilot","category":"productivity","allowedUse":"Use Microsoft Copilot for approved teachers practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Permission boundaries matter"}],"approvedArtifacts":[{"id":"platform-tool-script-teachers-prompt-template","name":"Teachers role prompt template","type":"prompt_template"},{"id":"platform-tool-script-teachers-verification-checklist","name":"Teachers AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-teachers-workflow-playbook","name":"Teachers AI workflow playbook","type":"workflow"}],"misuseSignals":["Teachers learner pastes sensitive data into an unapproved AI tool","Teachers learner forwards AI output without verification or source evidence","Teachers workflow automates a decision that requires human approval","Teachers artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Teachers learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Teachers learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Teachers learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Teachers learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-government","role":"government","roleLabel":"Government","productLine":"AIducation for Government","audience":"Public-sector teams, procurement leaders, citizen service teams, and administrators","firstWedge":false,"academyPath":"/ai-training/government","policyAcademyName":"Government AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"government-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"government-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"government-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"government-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"government-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"government-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"government-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved government practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved government practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"gemini","name":"Gemini","category":"ai_assistant","allowedUse":"Use Gemini for approved government practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Requires source checking"},{"slug":"copilot","name":"Microsoft Copilot","category":"productivity","allowedUse":"Use Microsoft Copilot for approved government practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Permission boundaries matter"}],"approvedArtifacts":[{"id":"platform-tool-script-government-prompt-template","name":"Government role prompt template","type":"prompt_template"},{"id":"platform-tool-script-government-verification-checklist","name":"Government AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-government-workflow-playbook","name":"Government AI workflow playbook","type":"workflow"}],"misuseSignals":["Government learner pastes sensitive data into an unapproved AI tool","Government learner forwards AI output without verification or source evidence","Government workflow automates a decision that requires human approval","Government artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Government learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Government learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Government learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Government learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-healthcare-admin","role":"healthcare-admin","roleLabel":"Healthcare Admin","productLine":"AIducation for Healthcare Admin","audience":"Healthcare administrators, patient communication teams, and compliance operations","firstWedge":false,"academyPath":"/ai-training/healthcare-admin","policyAcademyName":"Healthcare Admin AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"healthcare-admin-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"healthcare-admin-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"healthcare-admin-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"healthcare-admin-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"healthcare-admin-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"healthcare-admin-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"healthcare-admin-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved healthcare-admin practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved healthcare-admin practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"gemini","name":"Gemini","category":"ai_assistant","allowedUse":"Use Gemini for approved healthcare-admin practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Requires source checking"},{"slug":"copilot","name":"Microsoft Copilot","category":"productivity","allowedUse":"Use Microsoft Copilot for approved healthcare-admin practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Permission boundaries matter"}],"approvedArtifacts":[{"id":"platform-tool-script-healthcare-admin-prompt-template","name":"Healthcare Admin role prompt template","type":"prompt_template"},{"id":"platform-tool-script-healthcare-admin-verification-checklist","name":"Healthcare Admin AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-healthcare-admin-workflow-playbook","name":"Healthcare Admin AI workflow playbook","type":"workflow"}],"misuseSignals":["Healthcare Admin learner pastes sensitive data into an unapproved AI tool","Healthcare Admin learner forwards AI output without verification or source evidence","Healthcare Admin workflow automates a decision that requires human approval","Healthcare Admin artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Healthcare Admin learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Healthcare Admin learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Healthcare Admin learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Healthcare Admin learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-legal","role":"legal","roleLabel":"Legal","productLine":"AIducation for Legal Teams","audience":"Legal, procurement, compliance, contracts, and risk teams","firstWedge":false,"academyPath":"/ai-training/legal","policyAcademyName":"Legal AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"legal-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"legal-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"legal-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"legal-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"legal-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"legal-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"legal-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved legal practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved legal practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"copilot","name":"Microsoft Copilot","category":"productivity","allowedUse":"Use Microsoft Copilot for approved legal practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Permission boundaries matter"},{"slug":"perplexity","name":"Perplexity","category":"research","allowedUse":"Use Perplexity for approved legal practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Sources still need inspection"}],"approvedArtifacts":[{"id":"platform-tool-script-legal-prompt-template","name":"Legal role prompt template","type":"prompt_template"},{"id":"platform-tool-script-legal-verification-checklist","name":"Legal AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-legal-workflow-playbook","name":"Legal AI workflow playbook","type":"workflow"}],"misuseSignals":["Legal learner pastes sensitive data into an unapproved AI tool","Legal learner forwards AI output without verification or source evidence","Legal workflow automates a decision that requires human approval","Legal artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Legal learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Legal learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Legal learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Legal learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]},{"id":"policy-training-small-business","role":"small-business","roleLabel":"Small Business","productLine":"AIducation for Small Businesses","audience":"Owners, operators, local teams, and growing small businesses","firstWedge":false,"academyPath":"/ai-training/small-business","policyAcademyName":"Small Business AI Policy Training","controls":[{"type":"approved_tool_catalog","name":"Approved tool catalog","requirement":"Learners use only approved AI tools for the role, data type, and workflow.","evidence":"Tool mission completion linked to approved-tool status.","id":"small-business-approved_tool_catalog"},{"type":"data_handling","name":"Data handling","requirement":"Sensitive customer, employee, financial, legal, health, or code context is minimized or removed before AI use.","evidence":"Scenario answer identifies data risk and safe handling step.","id":"small-business-data_handling"},{"type":"verification","name":"Verification requirement","requirement":"AI output must be checked against source material, calculations, policy, or code paths before reuse.","evidence":"Verification checklist and final artifact show what was checked.","id":"small-business-verification"},{"type":"escalation","name":"Escalation boundary","requirement":"Learners escalate when authority, compliance, security, privacy, or quality risk remains unclear.","evidence":"Rubric result shows correct escalation or manager approval path.","id":"small-business-escalation"},{"type":"misuse_reporting","name":"AI misuse reporting","requirement":"Learners know how to report risky prompts, unsafe outputs, unauthorized automations, or policy exceptions.","evidence":"Misuse reporting simulation and manager-ready risk note.","id":"small-business-misuse_reporting"},{"type":"prompt_library","name":"Approved prompt library","requirement":"Learners start from approved prompt templates instead of ad hoc prompts for high-risk workflows.","evidence":"Prompt template artifact saved to the learner portfolio.","id":"small-business-prompt_library"},{"type":"workflow_library","name":"Approved workflow library","requirement":"Repeatable AI workflows include ownership, inputs, output checks, and rollback or escalation paths.","evidence":"Workflow playbook artifact and capstone evidence trail.","id":"small-business-workflow_library"}],"approvedTools":[{"slug":"chatgpt","name":"ChatGPT","category":"ai_assistant","allowedUse":"Use ChatGPT for approved small-business practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Can hallucinate"},{"slug":"claude","name":"Claude","category":"ai_assistant","allowedUse":"Use Claude for approved small-business practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Needs verification"},{"slug":"gemini","name":"Gemini","category":"ai_assistant","allowedUse":"Use Gemini for approved small-business practice missions, drafts, analysis, or workflow support with verification.","restrictedUse":"Requires source checking"}],"approvedArtifacts":[{"id":"platform-tool-script-small-business-prompt-template","name":"Small Business role prompt template","type":"prompt_template"},{"id":"platform-tool-script-small-business-verification-checklist","name":"Small Business AI verification checklist","type":"verification_checklist"},{"id":"platform-tool-script-small-business-workflow-playbook","name":"Small Business AI workflow playbook","type":"workflow"}],"misuseSignals":["Small Business learner pastes sensitive data into an unapproved AI tool","Small Business learner forwards AI output without verification or source evidence","Small Business workflow automates a decision that requires human approval","Small Business artifact includes unsupported claims, citations, calculations, or policy promises"],"trainingFlow":[{"order":1,"title":"Policy baseline","evidence":"Small Business learner applies company AI policy to a realistic role scenario."},{"order":2,"title":"Approved tool mission","evidence":"Small Business learner completes tool practice using only approved tools and data boundaries."},{"order":3,"title":"Prompt and workflow library","evidence":"Small Business learner saves approved prompts, checklists, and workflow playbooks."},{"order":4,"title":"Misuse reporting drill","evidence":"Small Business learner flags unsafe AI output and writes a manager-ready escalation note."},{"order":5,"title":"Compliance evidence export","evidence":"Admin exports completion, scenario, score, artifact, and credential evidence."}],"auditEvidence":["Policy training completion","Approved tool mission result","Scenario attempt and rubric score","Prompt and workflow artifact links","Misuse reporting drill evidence","Credential or portfolio verification link"]}]}