{"success":true,"filters":{"role":null,"firstWedge":null,"riskLevel":null,"status":null,"audience":null,"exportFormat":"csv","search":null},"summary":{"reports":15,"firstWedgeRole":"support","riskCounts":{"high":6,"medium":5,"low":4},"reportSections":5,"learnerFields":6,"coachingPriorities":60,"exportFormats":5},"audiences":["frontline_manager","department_leader","executive","compliance"],"exportFormats":["dashboard","csv","pdf","lms","hris"],"reports":[{"id":"manager-coaching-report-support","role":"support","roleLabel":"Support","productLine":"AIducation for Support","audience":"Support, CX, QA, and support operations teams","firstWedge":true,"academyPath":"/ai-training/support","reportName":"Support Manager Coaching Report","dashboardStatus":"needs_coaching","riskLevel":"medium","targetScore":78,"coverageTargets":{"baseline":85,"exit":72},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether support learners are moving toward 78+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Support baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 78 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 78+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Support average readiness score","Support baseline and exit coverage","Support repeated failure modes","Support credential eligibility","Support recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Support readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/support"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-sales","role":"sales","roleLabel":"Sales","productLine":"AIducation for Sales","audience":"Sales, revenue, SDR, AE, and customer growth teams","firstWedge":false,"academyPath":"/ai-training/sales","reportName":"Sales Manager Coaching Report","dashboardStatus":"needs_coaching","riskLevel":"medium","targetScore":76,"coverageTargets":{"baseline":85,"exit":72},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether sales learners are moving toward 76+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Sales baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 76 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 76+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Sales average readiness score","Sales baseline and exit coverage","Sales repeated failure modes","Sales credential eligibility","Sales recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Sales readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/sales"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-marketing","role":"marketing","roleLabel":"Marketing","productLine":"AIducation for Marketing","audience":"Marketing, content, growth, lifecycle, brand, and creative teams","firstWedge":false,"academyPath":"/ai-training/marketing","reportName":"Marketing Manager Coaching Report","dashboardStatus":"ready_to_scale","riskLevel":"low","targetScore":72,"coverageTargets":{"baseline":78,"exit":65},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether marketing learners are moving toward 72+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Marketing baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 72 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 72+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Marketing average readiness score","Marketing baseline and exit coverage","Marketing repeated failure modes","Marketing credential eligibility","Marketing recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Marketing readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/marketing"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-hr","role":"hr","roleLabel":"HR","productLine":"AIducation for HR","audience":"HR, people operations, recruiting, L&D, and managers","firstWedge":false,"academyPath":"/ai-training/hr","reportName":"HR Manager Coaching Report","dashboardStatus":"high_risk","riskLevel":"high","targetScore":82,"coverageTargets":{"baseline":90,"exit":80},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether hr learners are moving toward 82+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the HR baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 82 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 82+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["HR average readiness score","HR baseline and exit coverage","HR repeated failure modes","HR credential eligibility","HR recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"HR readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/hr"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-finance","role":"finance","roleLabel":"Finance","productLine":"AIducation for Finance","audience":"Finance, FP&A, accounting, revenue, and operations teams","firstWedge":false,"academyPath":"/ai-training/finance","reportName":"Finance Manager Coaching Report","dashboardStatus":"high_risk","riskLevel":"high","targetScore":82,"coverageTargets":{"baseline":90,"exit":80},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether finance learners are moving toward 82+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Finance baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 82 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 82+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Finance average readiness score","Finance baseline and exit coverage","Finance repeated failure modes","Finance credential eligibility","Finance recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Finance readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/finance"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-engineering","role":"engineering","roleLabel":"Engineering","productLine":"AIducation for Engineering","audience":"Engineering, platform, security, QA, and developer productivity teams","firstWedge":false,"academyPath":"/ai-training/engineering","reportName":"Engineering Manager Coaching Report","dashboardStatus":"needs_coaching","riskLevel":"medium","targetScore":76,"coverageTargets":{"baseline":85,"exit":72},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether engineering learners are moving toward 76+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Engineering baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 76 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 76+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Engineering average readiness score","Engineering baseline and exit coverage","Engineering repeated failure modes","Engineering credential eligibility","Engineering recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Engineering readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/engineering"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-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","reportName":"Product Manager Coaching Report","dashboardStatus":"needs_coaching","riskLevel":"medium","targetScore":76,"coverageTargets":{"baseline":85,"exit":72},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether product learners are moving toward 76+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Product baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 76 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 76+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Product average readiness score","Product baseline and exit coverage","Product repeated failure modes","Product credential eligibility","Product recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Product readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/product"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-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","reportName":"Executives Manager Coaching Report","dashboardStatus":"high_risk","riskLevel":"high","targetScore":82,"coverageTargets":{"baseline":90,"exit":80},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether executives learners are moving toward 82+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Executives baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 82 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 82+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Executives average readiness score","Executives baseline and exit coverage","Executives repeated failure modes","Executives credential eligibility","Executives recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Executives readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/executives"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-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","reportName":"Operations Manager Coaching Report","dashboardStatus":"needs_coaching","riskLevel":"medium","targetScore":76,"coverageTargets":{"baseline":85,"exit":72},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether operations learners are moving toward 76+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Operations baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 76 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 76+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Operations average readiness score","Operations baseline and exit coverage","Operations repeated failure modes","Operations credential eligibility","Operations recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Operations readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/operations"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-students","role":"students","roleLabel":"Students","productLine":"AIducation for Students","audience":"Students, independent learners, and early-career professionals","firstWedge":false,"academyPath":"/ai-training/students","reportName":"Students Manager Coaching Report","dashboardStatus":"ready_to_scale","riskLevel":"low","targetScore":72,"coverageTargets":{"baseline":78,"exit":65},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether students learners are moving toward 72+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Students baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 72 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 72+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Students average readiness score","Students baseline and exit coverage","Students repeated failure modes","Students credential eligibility","Students recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Students readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/students"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-teachers","role":"teachers","roleLabel":"Teachers","productLine":"AIducation for Teachers","audience":"Teachers, instructional coaches, curriculum teams, and school leaders","firstWedge":false,"academyPath":"/ai-training/teachers","reportName":"Teachers Manager Coaching Report","dashboardStatus":"ready_to_scale","riskLevel":"low","targetScore":72,"coverageTargets":{"baseline":78,"exit":65},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether teachers learners are moving toward 72+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Teachers baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 72 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 72+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Teachers average readiness score","Teachers baseline and exit coverage","Teachers repeated failure modes","Teachers credential eligibility","Teachers recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Teachers readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/teachers"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-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","reportName":"Government Manager Coaching Report","dashboardStatus":"high_risk","riskLevel":"high","targetScore":82,"coverageTargets":{"baseline":90,"exit":80},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether government learners are moving toward 82+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Government baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 82 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 82+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Government average readiness score","Government baseline and exit coverage","Government repeated failure modes","Government credential eligibility","Government recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Government readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/government"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-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","reportName":"Healthcare Admin Manager Coaching Report","dashboardStatus":"high_risk","riskLevel":"high","targetScore":82,"coverageTargets":{"baseline":90,"exit":80},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether healthcare admin learners are moving toward 82+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Healthcare Admin baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 82 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 82+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Healthcare Admin average readiness score","Healthcare Admin baseline and exit coverage","Healthcare Admin repeated failure modes","Healthcare Admin credential eligibility","Healthcare Admin recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Healthcare Admin readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/healthcare-admin"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-legal","role":"legal","roleLabel":"Legal","productLine":"AIducation for Legal Teams","audience":"Legal, procurement, compliance, contracts, and risk teams","firstWedge":false,"academyPath":"/ai-training/legal","reportName":"Legal Manager Coaching Report","dashboardStatus":"high_risk","riskLevel":"high","targetScore":82,"coverageTargets":{"baseline":90,"exit":80},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether legal learners are moving toward 82+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Legal baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 82 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 82+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Legal average readiness score","Legal baseline and exit coverage","Legal repeated failure modes","Legal credential eligibility","Legal recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Legal readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/legal"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]},{"id":"manager-coaching-report-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","reportName":"Small Business Manager Coaching Report","dashboardStatus":"ready_to_scale","riskLevel":"low","targetScore":72,"coverageTargets":{"baseline":78,"exit":65},"audiences":["frontline_manager","department_leader","executive","compliance"],"reportSections":[{"id":"coverage","name":"Coverage and completion","purpose":"Show whether enough learners completed baseline, required missions, and exit proof.","evidence":["Baseline coverage","Exit coverage","Active learner count"]},{"id":"score-lift","name":"Before and after readiness","purpose":"Show whether small business learners are moving toward 72+ readiness.","evidence":["Baseline score","Exit score","Readiness lift"]},{"id":"skill-gaps","name":"Skill gaps and failure modes","purpose":"Expose the skill atoms and failure modes that need coaching before AI use scales.","evidence":["Failed skill atoms","Rubric dimension misses","High-risk failure detections"]},{"id":"workflow-evidence","name":"Workflow evidence","purpose":"Connect scores to simulations, daily missions, workflow artifacts, and portfolios.","evidence":["Scenario attempts","Workflow labs","Portfolio artifacts"]},{"id":"manager-actions","name":"Manager actions","purpose":"Turn readiness data into coaching assignments, approvals, or escalation decisions.","evidence":["Recommended missions","Approval status","Credential eligibility"]}],"learnerRowSchema":[{"field":"readinessScore","label":"Readiness score","description":"Current AI readiness score for the learner or team member."},{"field":"baselineScore","label":"Baseline score","description":"Starting score before training or before a role pilot."},{"field":"exitScore","label":"Exit score","description":"Final score after required missions, simulations, and labs."},{"field":"readinessLift","label":"Readiness lift","description":"Improvement between baseline and exit evidence."},{"field":"topFailureModes","label":"Top failure modes","description":"Repeated misses that create coaching or policy risk."},{"field":"recommendedNextAction","label":"Next action","description":"Manager-readable coaching action for the next practice cycle."}],"coachingPriorities":[{"priority":"Run baseline","trigger":"Learner has no baseline score or no role simulation attempt.","managerAction":"Assign the Small Business baseline assessment before comparing readiness."},{"priority":"Coach failed dimensions","trigger":"Learner is below 72 readiness or has failed rubric dimensions.","managerAction":"Assign targeted daily missions and review the failed skill atom evidence."},{"priority":"Review high-risk behavior","trigger":"Privacy, policy, security, hallucination, or authority failure mode appears.","managerAction":"Pause live AI workflow expansion and require manager review before next credential step."},{"priority":"Approve and monitor","trigger":"Learner reaches 72+ readiness with workflow and policy evidence.","managerAction":"Mark credential eligible, export evidence, and keep weekly mission monitoring active."}],"teamRollups":["Small Business average readiness score","Small Business baseline and exit coverage","Small Business repeated failure modes","Small Business credential eligibility","Small Business recommended expansion decision"],"exportFormats":[{"format":"dashboard","destination":"Manager dashboard","payload":"Small Business readiness score, coverage, weak dimensions, and next actions."},{"format":"csv","destination":"Enterprise reports API","payload":"Learner rows for spreadsheet review and manager operations."},{"format":"pdf","destination":"Executive or department review","payload":"Before/after summary, risk themes, coaching actions, and expansion recommendation."},{"format":"lms","destination":"Learning management system","payload":"Completion, score, credential eligibility, and renewal status."},{"format":"hris","destination":"HRIS or workforce analytics","payload":"Employee readiness status, role, department, score band, and credential status."}],"evidenceLinks":[{"label":"Role academy","href":"/ai-training/small-business"},{"label":"Org readiness dashboard","href":"/org-readiness-dashboard"},{"label":"Readiness score model","href":"/readiness-score-model"},{"label":"Credential catalog","href":"/certificates/verify"},{"label":"Enterprise report export","href":"/api/enterprise/reports?type=manager_readiness"}]}]}