{"success":true,"filters":{"role":null,"firstWedge":null,"audience":null,"trend":null,"search":null},"summary":{"reports":15,"firstWedgeRole":"support","averageScore":72,"totalMissions":45,"totalXp":6750,"skillMovements":60,"managerNudges":90},"reports":[{"id":"weekly-skill-report-support","role":"support","roleLabel":"Support","productLine":"AIducation for Support","firstWedge":true,"academyPath":"/ai-training/support","reportName":"Support Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 1 readiness pulse","readiness":{"currentScore":74,"targetScore":78,"scoreLift":8,"trend":"up","level":"workflow ready"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":5,"completionRate":92},"skillMovement":[{"skill":"Verify before promising a refund","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Support scenario drill"},{"skill":"Ask for missing account evidence","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important support skill gaps before live AI use expands."},{"skill":"Escalate when policy authority is unclear","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn billing escalations and refunds into a reusable AI workflow with verification built in."},{"skill":"Use AI drafts without losing empathy","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice angry customer escalation and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Support scenario drill","toolOrMission":"scenario","evidence":"Practice the real support situations your role is likely to face."},{"title":"Support workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"ChatGPT role mission","toolOrMission":"tool_mission","evidence":"ChatGPT is part of the recommended tool stack for AIducation for Support."}],"workflowEvidence":["Support readiness assessment score and skill gap map.","Support baseline readiness score; Support workflow practice evidence; Support exit assessment benchmark; Support certificate evidence trail","Support bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Support prompt, iteration, verification checklist, and final workflow output.","ChatGPT, Claude, Copilot mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Support AI Workflow Portfolio"],"managerNudges":["Assign the Support baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Support readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Support AI Readiness Certificate","targetScore":78,"eligibility":"4 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-sales","role":"sales","roleLabel":"Sales","productLine":"AIducation for Sales","firstWedge":false,"academyPath":"/ai-training/sales","reportName":"Sales Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 2 readiness pulse","readiness":{"currentScore":71,"targetScore":76,"scoreLift":6,"trend":"up","level":"workflow ready"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":4,"completionRate":76},"skillMovement":[{"skill":"Ground outreach in credible research","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Sales scenario drill"},{"skill":"Translate features into buyer pain","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important sales skill gaps before live AI use expands."},{"skill":"Keep AI copy concise and human","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn prospect research and account briefs into a reusable AI workflow with verification built in."},{"skill":"Avoid unsupported claims in sales promises","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice cold outreach email and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Sales scenario drill","toolOrMission":"scenario","evidence":"Practice the real sales situations your role is likely to face."},{"title":"Sales workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"ChatGPT role mission","toolOrMission":"tool_mission","evidence":"ChatGPT is part of the recommended tool stack for AIducation for Sales."}],"workflowEvidence":["Sales readiness assessment score and skill gap map.","Sales baseline readiness score; Sales workflow practice evidence; Sales exit assessment benchmark; Sales certificate evidence trail","Sales bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Sales prompt, iteration, verification checklist, and final workflow output.","ChatGPT, Claude, Perplexity mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Sales AI Workflow Portfolio"],"managerNudges":["Assign the Sales baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Sales readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Sales AI Readiness Certificate","targetScore":76,"eligibility":"5 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-marketing","role":"marketing","roleLabel":"Marketing","productLine":"AIducation for Marketing","firstWedge":false,"academyPath":"/ai-training/marketing","reportName":"Marketing Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 3 readiness pulse","readiness":{"currentScore":67,"targetScore":72,"scoreLift":5,"trend":"flat","level":"workflow ready"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":5,"completionRate":80},"skillMovement":[{"skill":"Turn features into customer benefits","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Marketing scenario drill"},{"skill":"Preserve brand voice in AI output","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important marketing skill gaps before live AI use expands."},{"skill":"Diagnose weak AI copy","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn product launch copy into a reusable AI workflow with verification built in."},{"skill":"Use performance data without overclaiming","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice product launch email and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Marketing scenario drill","toolOrMission":"scenario","evidence":"Practice the real marketing situations your role is likely to face."},{"title":"Marketing workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"ChatGPT role mission","toolOrMission":"tool_mission","evidence":"ChatGPT is part of the recommended tool stack for AIducation for Marketing."}],"workflowEvidence":["Marketing readiness assessment score and skill gap map.","Marketing baseline readiness score; Marketing workflow practice evidence; Marketing exit assessment benchmark; Marketing certificate evidence trail","Marketing bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Marketing prompt, iteration, verification checklist, and final workflow output.","ChatGPT, Claude, Gemini mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Marketing AI Workflow Portfolio"],"managerNudges":["Assign the Marketing baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Marketing readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Marketing AI Readiness Certificate","targetScore":72,"eligibility":"5 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-hr","role":"hr","roleLabel":"HR","productLine":"AIducation for HR","firstWedge":false,"academyPath":"/ai-training/hr","reportName":"HR Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 4 readiness pulse","readiness":{"currentScore":77,"targetScore":82,"scoreLift":4,"trend":"flat","level":"approved"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":6,"completionRate":84},"skillMovement":[{"skill":"Avoid bias in AI-assisted HR work","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"HR scenario drill"},{"skill":"Protect sensitive employee data","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important hr skill gaps before live AI use expands."},{"skill":"Make policy language clear and fair","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn policy drafting and explanation into a reusable AI workflow with verification built in."},{"skill":"Know when HR judgment must override AI","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice remote work policy draft and get scored against a role-specific rubric."}],"toolPractice":[{"title":"HR scenario drill","toolOrMission":"scenario","evidence":"Practice the real hr situations your role is likely to face."},{"title":"HR workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"ChatGPT role mission","toolOrMission":"tool_mission","evidence":"ChatGPT is part of the recommended tool stack for AIducation for HR."}],"workflowEvidence":["HR readiness assessment score and skill gap map.","HR baseline readiness score; HR workflow practice evidence; HR exit assessment benchmark; HR certificate evidence trail","HR bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","HR prompt, iteration, verification checklist, and final workflow output.","ChatGPT, Claude, Gemini mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","HR AI Workflow Portfolio"],"managerNudges":["Assign the HR baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","HR readiness score","Gap to role target"],"credentialProgress":{"certificateName":"HR AI Readiness Certificate","targetScore":82,"eligibility":"5 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-finance","role":"finance","roleLabel":"Finance","productLine":"AIducation for Finance","firstWedge":false,"academyPath":"/ai-training/finance","reportName":"Finance Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 5 readiness pulse","readiness":{"currentScore":73,"targetScore":82,"scoreLift":3,"trend":"flat","level":"workflow ready"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":3,"completionRate":88},"skillMovement":[{"skill":"Check calculations before sending","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Finance scenario drill"},{"skill":"Separate variance signal from noise","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important finance skill gaps before live AI use expands."},{"skill":"Flag policy concerns diplomatically","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn expense review and policy checks into a reusable AI workflow with verification built in."},{"skill":"Document assumptions and evidence","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice expense report review and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Finance scenario drill","toolOrMission":"scenario","evidence":"Practice the real finance situations your role is likely to face."},{"title":"Finance workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"Excel AI role mission","toolOrMission":"tool_mission","evidence":"Excel AI is part of the recommended tool stack for AIducation for Finance."}],"workflowEvidence":["Finance readiness assessment score and skill gap map.","Finance baseline readiness score; Finance workflow practice evidence; Finance exit assessment benchmark; Finance certificate evidence trail","Finance bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Finance prompt, iteration, verification checklist, and final workflow output.","Excel AI, Copilot, ChatGPT mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Finance AI Workflow Portfolio"],"managerNudges":["Assign the Finance baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Finance readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Finance AI Readiness Certificate","targetScore":82,"eligibility":"9 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-engineering","role":"engineering","roleLabel":"Engineering","productLine":"AIducation for Engineering","firstWedge":false,"academyPath":"/ai-training/engineering","reportName":"Engineering Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 6 readiness pulse","readiness":{"currentScore":72,"targetScore":76,"scoreLift":7,"trend":"up","level":"workflow ready"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":4,"completionRate":72},"skillMovement":[{"skill":"Verify AI suggestions against code paths","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Engineering scenario drill"},{"skill":"Identify behavioral risks in generated code","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important engineering skill gaps before live AI use expands."},{"skill":"Ask coding agents bounded questions","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn ai-assisted code review into a reusable AI workflow with verification built in."},{"skill":"Write actionable review feedback","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice ai-assisted code review and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Engineering scenario drill","toolOrMission":"scenario","evidence":"Practice the real engineering situations your role is likely to face."},{"title":"Engineering workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"Cursor role mission","toolOrMission":"tool_mission","evidence":"Cursor is part of the recommended tool stack for AIducation for Engineering."}],"workflowEvidence":["Engineering readiness assessment score and skill gap map.","Engineering baseline readiness score; Engineering workflow practice evidence; Engineering exit assessment benchmark; Engineering certificate evidence trail","Engineering bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Engineering prompt, iteration, verification checklist, and final workflow output.","Cursor, Copilot, ChatGPT mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Engineering AI Workflow Portfolio"],"managerNudges":["Assign the Engineering baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Engineering readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Engineering AI Readiness Certificate","targetScore":76,"eligibility":"4 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-product","role":"product","roleLabel":"Product","productLine":"AIducation for Product Managers","firstWedge":false,"academyPath":"/ai-training/product","reportName":"Product Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 7 readiness pulse","readiness":{"currentScore":72,"targetScore":76,"scoreLift":6,"trend":"up","level":"workflow ready"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":5,"completionRate":76},"skillMovement":[{"skill":"Turn vague AI output into testable requirements","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Product scenario drill"},{"skill":"Preserve nuance in research synthesis","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important product skill gaps before live AI use expands."},{"skill":"Add metrics and guardrails","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn prd review and requirement tightening into a reusable AI workflow with verification built in."},{"skill":"Identify AI product risk before build","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice prd risk review and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Product scenario drill","toolOrMission":"scenario","evidence":"Practice the real product situations your role is likely to face."},{"title":"Product workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"ChatGPT role mission","toolOrMission":"tool_mission","evidence":"ChatGPT is part of the recommended tool stack for AIducation for Product Managers."}],"workflowEvidence":["Product readiness assessment score and skill gap map.","Product baseline readiness score; Product workflow practice evidence; Product exit assessment benchmark; Product certificate evidence trail","Product bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Product prompt, iteration, verification checklist, and final workflow output.","ChatGPT, Claude, Perplexity mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Product AI Workflow Portfolio"],"managerNudges":["Assign the Product baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Product readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Product AI Readiness Certificate","targetScore":76,"eligibility":"4 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-executives","role":"executives","roleLabel":"Executives","productLine":"AIducation for Executives","firstWedge":false,"academyPath":"/ai-training/executives","reportName":"Executives Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 8 readiness pulse","readiness":{"currentScore":78,"targetScore":82,"scoreLift":5,"trend":"flat","level":"approved"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":6,"completionRate":80},"skillMovement":[{"skill":"Separate AI hype from operational value","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Executives scenario drill"},{"skill":"Identify adoption risk by department","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important executives skill gaps before live AI use expands."},{"skill":"Set governance without blocking useful work","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn ai strategy and governance into a reusable AI workflow with verification built in."},{"skill":"Read readiness data before scaling","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice ai rollout board memo and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Executives scenario drill","toolOrMission":"scenario","evidence":"Practice the real executives situations your role is likely to face."},{"title":"Executives workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"ChatGPT role mission","toolOrMission":"tool_mission","evidence":"ChatGPT is part of the recommended tool stack for AIducation for Executives."}],"workflowEvidence":["Executives readiness assessment score and skill gap map.","Executives baseline readiness score; Executives workflow practice evidence; Executives exit assessment benchmark; Executives certificate evidence trail","Executives bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Executives prompt, iteration, verification checklist, and final workflow output.","ChatGPT, Claude, Gemini mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Executives AI Workflow Portfolio"],"managerNudges":["Assign the Executives baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Executives readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Executives AI Readiness Certificate","targetScore":82,"eligibility":"4 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-operations","role":"operations","roleLabel":"Operations","productLine":"AIducation for Operations","firstWedge":false,"academyPath":"/ai-training/operations","reportName":"Operations Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 9 readiness pulse","readiness":{"currentScore":68,"targetScore":76,"scoreLift":4,"trend":"flat","level":"workflow ready"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":3,"completionRate":84},"skillMovement":[{"skill":"Turn messy process notes into usable SOPs","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Operations scenario drill"},{"skill":"Spot automation risk before launch","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important operations skill gaps before live AI use expands."},{"skill":"Verify operational metrics","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn sop generation and review into a reusable AI workflow with verification built in."},{"skill":"Preserve human checkpoints in AI workflows","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice sop rewrite for a recurring process and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Operations scenario drill","toolOrMission":"scenario","evidence":"Practice the real operations situations your role is likely to face."},{"title":"Operations workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"ChatGPT role mission","toolOrMission":"tool_mission","evidence":"ChatGPT is part of the recommended tool stack for AIducation for Operations."}],"workflowEvidence":["Operations readiness assessment score and skill gap map.","Operations baseline readiness score; Operations workflow practice evidence; Operations exit assessment benchmark; Operations certificate evidence trail","Operations bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Operations prompt, iteration, verification checklist, and final workflow output.","ChatGPT, Claude, Zapier mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Operations AI Workflow Portfolio"],"managerNudges":["Assign the Operations baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Operations readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Operations AI Readiness Certificate","targetScore":76,"eligibility":"8 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-students","role":"students","roleLabel":"Students","productLine":"AIducation for Students","firstWedge":false,"academyPath":"/ai-training/students","reportName":"Students Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 10 readiness pulse","readiness":{"currentScore":64,"targetScore":72,"scoreLift":3,"trend":"flat","level":"workflow ready"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":4,"completionRate":88},"skillMovement":[{"skill":"Cite sources instead of copying AI output","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Students scenario drill"},{"skill":"Use AI to clarify, not replace, thinking","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important students skill gaps before live AI use expands."},{"skill":"Check hallucinated facts","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn research planning and source checking into a reusable AI workflow with verification built in."},{"skill":"Disclose AI use when required","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice research question refinement and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Students scenario drill","toolOrMission":"scenario","evidence":"Practice the real students situations your role is likely to face."},{"title":"Students workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"ChatGPT role mission","toolOrMission":"tool_mission","evidence":"ChatGPT is part of the recommended tool stack for AIducation for Students."}],"workflowEvidence":["Students readiness assessment score and skill gap map.","Students baseline readiness score; Students workflow practice evidence; Students exit assessment benchmark; Students certificate evidence trail","Students bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Students prompt, iteration, verification checklist, and final workflow output.","ChatGPT, Claude, Gemini mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Students AI Workflow Portfolio"],"managerNudges":["Assign the Students baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Students readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Students AI Readiness Certificate","targetScore":72,"eligibility":"8 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-teachers","role":"teachers","roleLabel":"Teachers","productLine":"AIducation for Teachers","firstWedge":false,"academyPath":"/ai-training/teachers","reportName":"Teachers Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 11 readiness pulse","readiness":{"currentScore":69,"targetScore":72,"scoreLift":7,"trend":"up","level":"workflow ready"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":5,"completionRate":72},"skillMovement":[{"skill":"Adapt AI output to learning objectives","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Teachers scenario drill"},{"skill":"Avoid biased or unfair feedback","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important teachers skill gaps before live AI use expands."},{"skill":"Protect student privacy","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn lesson planning into a reusable AI workflow with verification built in."},{"skill":"Set clear AI-use boundaries","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice lesson plan adaptation and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Teachers scenario drill","toolOrMission":"scenario","evidence":"Practice the real teachers situations your role is likely to face."},{"title":"Teachers workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"ChatGPT role mission","toolOrMission":"tool_mission","evidence":"ChatGPT is part of the recommended tool stack for AIducation for Teachers."}],"workflowEvidence":["Teachers readiness assessment score and skill gap map.","Teachers baseline readiness score; Teachers workflow practice evidence; Teachers exit assessment benchmark; Teachers certificate evidence trail","Teachers bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Teachers prompt, iteration, verification checklist, and final workflow output.","ChatGPT, Claude, Gemini mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Teachers AI Workflow Portfolio"],"managerNudges":["Assign the Teachers baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Teachers readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Teachers AI Readiness Certificate","targetScore":72,"eligibility":"3 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-government","role":"government","roleLabel":"Government","productLine":"AIducation for Government","firstWedge":false,"academyPath":"/ai-training/government","reportName":"Government Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 12 readiness pulse","readiness":{"currentScore":79,"targetScore":82,"scoreLift":6,"trend":"up","level":"approved"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":6,"completionRate":76},"skillMovement":[{"skill":"Use AI without exposing sensitive data","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Government scenario drill"},{"skill":"Explain policy in plain language","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important government skill gaps before live AI use expands."},{"skill":"Identify procurement and vendor risk","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn citizen service response into a reusable AI workflow with verification built in."},{"skill":"Keep human accountability clear","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice citizen service email and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Government scenario drill","toolOrMission":"scenario","evidence":"Practice the real government situations your role is likely to face."},{"title":"Government workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"ChatGPT role mission","toolOrMission":"tool_mission","evidence":"ChatGPT is part of the recommended tool stack for AIducation for Government."}],"workflowEvidence":["Government readiness assessment score and skill gap map.","Government baseline readiness score; Government workflow practice evidence; Government exit assessment benchmark; Government certificate evidence trail","Government bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Government prompt, iteration, verification checklist, and final workflow output.","ChatGPT, Claude, Gemini mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Government AI Workflow Portfolio"],"managerNudges":["Assign the Government baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Government readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Government AI Readiness Certificate","targetScore":82,"eligibility":"3 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-healthcare-admin","role":"healthcare-admin","roleLabel":"Healthcare Admin","productLine":"AIducation for Healthcare Admin","firstWedge":false,"academyPath":"/ai-training/healthcare-admin","reportName":"Healthcare Admin Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 13 readiness pulse","readiness":{"currentScore":75,"targetScore":82,"scoreLift":5,"trend":"flat","level":"approved"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":3,"completionRate":80},"skillMovement":[{"skill":"Protect patient information","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Healthcare Admin scenario drill"},{"skill":"Avoid clinical overreach","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important healthcare admin skill gaps before live AI use expands."},{"skill":"Use approved communication language","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn patient communication into a reusable AI workflow with verification built in."},{"skill":"Escalate sensitive cases","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice patient message rewrite and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Healthcare Admin scenario drill","toolOrMission":"scenario","evidence":"Practice the real healthcare admin situations your role is likely to face."},{"title":"Healthcare Admin workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"ChatGPT role mission","toolOrMission":"tool_mission","evidence":"ChatGPT is part of the recommended tool stack for AIducation for Healthcare Admin."}],"workflowEvidence":["Healthcare Admin readiness assessment score and skill gap map.","Healthcare Admin baseline readiness score; Healthcare Admin workflow practice evidence; Healthcare Admin exit assessment benchmark; Healthcare Admin certificate evidence trail","Healthcare Admin bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Healthcare Admin prompt, iteration, verification checklist, and final workflow output.","ChatGPT, Claude, Gemini mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Healthcare Admin AI Workflow Portfolio"],"managerNudges":["Assign the Healthcare Admin baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Healthcare Admin readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Healthcare Admin AI Readiness Certificate","targetScore":82,"eligibility":"7 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-legal","role":"legal","roleLabel":"Legal","productLine":"AIducation for Legal Teams","firstWedge":false,"academyPath":"/ai-training/legal","reportName":"Legal Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 14 readiness pulse","readiness":{"currentScore":75,"targetScore":82,"scoreLift":4,"trend":"flat","level":"approved"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":4,"completionRate":84},"skillMovement":[{"skill":"Verify legal citations","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Legal scenario drill"},{"skill":"Separate business risk from legal risk","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important legal skill gaps before live AI use expands."},{"skill":"Protect privilege and confidentiality","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn contract risk review into a reusable AI workflow with verification built in."},{"skill":"Flag dealbreakers clearly","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice vendor contract red flags and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Legal scenario drill","toolOrMission":"scenario","evidence":"Practice the real legal situations your role is likely to face."},{"title":"Legal workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"ChatGPT role mission","toolOrMission":"tool_mission","evidence":"ChatGPT is part of the recommended tool stack for AIducation for Legal Teams."}],"workflowEvidence":["Legal readiness assessment score and skill gap map.","Legal baseline readiness score; Legal workflow practice evidence; Legal exit assessment benchmark; Legal certificate evidence trail","Legal bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Legal prompt, iteration, verification checklist, and final workflow output.","ChatGPT, Claude, Perplexity mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Legal AI Workflow Portfolio"],"managerNudges":["Assign the Legal baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Legal readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Legal AI Readiness Certificate","targetScore":82,"eligibility":"7 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]},{"id":"weekly-skill-report-small-business","role":"small-business","roleLabel":"Small Business","productLine":"AIducation for Small Businesses","firstWedge":false,"academyPath":"/ai-training/small-business","reportName":"Small Business Weekly AI Skill Report","audience":["learner","manager","team"],"weekWindow":"Week 15 readiness pulse","readiness":{"currentScore":65,"targetScore":72,"scoreLift":3,"trend":"flat","level":"workflow ready"},"activity":{"missionsCompleted":3,"minutesPracticed":60,"xpEarned":450,"streakDays":5,"completionRate":88},"skillMovement":[{"skill":"Use AI for practical work, not novelty","trend":"up","evidence":"The learner verifies AI output before relying on it.","nextAction":"Small Business scenario drill"},{"skill":"Check claims before publishing","trend":"flat","evidence":"The learner references the relevant policy, boundary, or escalation rule.","nextAction":"Close the most important small business skill gaps before live AI use expands."},{"skill":"Protect customer data","trend":"up","evidence":"The learner names concrete checks they performed or would perform.","nextAction":"Turn local marketing and content into a reusable AI workflow with verification built in."},{"skill":"Create repeatable playbooks","trend":"flat","evidence":"Checks whether the output is clear, concise, audience-aware, and ready to use at work.","nextAction":"Practice customer reply draft and get scored against a role-specific rubric."}],"toolPractice":[{"title":"Small Business scenario drill","toolOrMission":"scenario","evidence":"Practice the real small business situations your role is likely to face."},{"title":"Small Business workflow lab","toolOrMission":"workflow","evidence":"Turn one AI use case into a repeatable playbook with verification built in."},{"title":"ChatGPT role mission","toolOrMission":"tool_mission","evidence":"ChatGPT is part of the recommended tool stack for AIducation for Small Businesses."}],"workflowEvidence":["Small Business readiness assessment score and skill gap map.","Small Business baseline readiness score; Small Business workflow practice evidence; Small Business exit assessment benchmark; Small Business certificate evidence trail","Small Business bad-output diagnosis, hallucination spotting, prompt repair, privacy minimization, policy escalation, and verification repair evidence.","Small Business prompt, iteration, verification checklist, and final workflow output.","ChatGPT, Claude, Gemini mission completions with risk checks.","Manager-readable artifact, rubric result, and next coaching action.","Small Business AI Workflow Portfolio"],"managerNudges":["Assign the Small Business baseline assessment before comparing readiness.","Assign targeted daily missions and review the failed skill atom evidence.","Pause live AI workflow expansion and require manager review before next credential step.","Mark credential eligible, export evidence, and keep weekly mission monitoring active.","Small Business readiness score","Gap to role target"],"credentialProgress":{"certificateName":"Small Business AI Readiness Certificate","targetScore":72,"eligibility":"7 points from target","verificationPath":"/certificates/verify"},"deliveryChannels":["Learner dashboard","Manager coaching report","Slack or Teams digest","Email progress summary","Enterprise reporting API"],"exportPayload":["role","currentScore","scoreLift","missionsCompleted","streakDays","weakestSkillAtoms","managerNudges","credentialEligibility"]}]}