{"success":true,"filters":{"role":"product","firstWedge":null,"status":null,"riskLevel":null,"search":null},"summary":{"workflows":1,"firstWedgeRole":null,"approved":0,"pilotOnly":1,"needsReview":0,"highRisk":0,"approvalGates":3,"proofArtifacts":6},"workflows":[{"id":"approved-workflow-library-product","role":"product","roleLabel":"Product","productLine":"AIducation for Product Managers","firstWedge":false,"academyPath":"/ai-training/product","workflowName":"Product AI Workflow Lab","sourceWorkflowId":"workflow-product-ai-readiness","status":"pilot_only","riskLevel":"low","owner":"Enablement","approvedTools":["ChatGPT","Claude","Perplexity"],"workflowPurpose":"Build and verify a reusable AI workflow for product teams using role-specific prompts, checks, and manager-visible evidence.","requiredInputs":["Role objective and audience","Approved source material","Approved AI tool and data class","Prompt template or workflow kit version","Verification checklist"],"approvalGates":[{"gate":"Tool and data gate","owner":"Admin or systems owner","evidence":"Approved tool catalog status and allowed data class."},{"gate":"Output verification gate","owner":"Learner or reviewer","evidence":"Facts, calculations, citations, policy claims, and assumptions checked."},{"gate":"Manager reuse gate","owner":"Department manager","evidence":"Manager review note before the workflow is promoted for team reuse."}],"operatingSteps":["Select source work: Choose a real product task tied to prd review and requirement tightening.","Apply the template: Use the automation playbook artifacts with approved tools and role constraints.","Verify and revise: Check facts, calculations, citations, policy boundaries, sensitive data, and approval needs.","Save evidence: Attach the prompt, output, verification notes, final artifact, and manager review signal."],"rollbackPlan":["Pause reuse when policy, privacy, calculation, legal, security, or customer-impact risk appears.","Route the saved prompt, output, tool, and final artifact into manager or compliance review.","Retire or revise the workflow version before it can be assigned again."],"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"],"proofArtifacts":["Product baseline readiness score","Product workflow practice evidence","Product exit assessment benchmark","Product certificate evidence trail","Set the work context","Add verification guardrails"],"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?"],"auditFields":["workflowLibraryId","workflowVersion","role","approvedTool","dataClass","owner","approvalGateStatus","rollbackStatus","reviewedAt"],"exportTargets":["Governance center","Manager report","Workflow portfolio","Audit log","Data warehouse"],"reviewCadence":"Quarterly"}]}