{"success":true,"filters":{"role":null,"firstWedge":null,"riskLevel":null,"status":null,"search":null},"summary":{"departments":15,"firstWedgeRole":"support","averageTargetScore":77,"riskCounts":{"high":6,"medium":5,"low":4},"statusCounts":{"ready_to_scale":4,"needs_coaching":5,"high_risk":6},"adoptionRisks":68,"roiSignals":60,"managerActions":60},"departments":[{"role":"support","roleLabel":"Support","productLine":"AIducation for Support","firstWedge":true,"academyPath":"/ai-training/support","dashboardStatus":"needs_coaching","riskLevel":"medium","targetScore":78,"minimumCoverage":85,"exitCoverage":72,"readinessSignals":["Policy-safety score by agent","Verification discipline by workflow","Before/after support quality report","Manager coaching priorities"],"adoptionRisks":["Agents promise refunds, escalations, or account actions without policy evidence","Customer replies lose empathy after AI drafting","Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding"],"roiSignals":["Support time saved on Billing escalations and refunds","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 85% baseline coverage before comparing Support teams","Coach learners below the 78 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Support Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Support AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Support AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Support AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Support is a good rollout candidate once baseline coverage and coaching loops are visible."},{"role":"sales","roleLabel":"Sales","productLine":"AIducation for Sales","firstWedge":false,"academyPath":"/ai-training/sales","dashboardStatus":"needs_coaching","riskLevel":"medium","targetScore":76,"minimumCoverage":85,"exitCoverage":72,"readinessSignals":["Personalization quality score","Claim-risk flags","CRM workflow completion","Pipeline coaching signals"],"adoptionRisks":["Outbound claims drift beyond approved positioning","Research shortcuts weaken personalization and account judgment","Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding"],"roiSignals":["Sales time saved on Prospect research and account briefs","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 85% baseline coverage before comparing Sales teams","Coach learners below the 76 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Sales Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Sales AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Sales AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Sales AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Sales is a good rollout candidate once baseline coverage and coaching loops are visible."},{"role":"marketing","roleLabel":"Marketing","productLine":"AIducation for Marketing","firstWedge":false,"academyPath":"/ai-training/marketing","dashboardStatus":"ready_to_scale","riskLevel":"low","targetScore":72,"minimumCoverage":78,"exitCoverage":65,"readinessSignals":["Brand fit score","Conversion clarity score","Evidence-backed campaign decisions","Creative testing quality"],"adoptionRisks":["AI copy misses brand voice or makes unsupported performance claims","Creative testing decisions are not tied to evidence","Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding"],"roiSignals":["Marketing time saved on Product launch copy","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 78% baseline coverage before comparing Marketing teams","Coach learners below the 72 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Marketing Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Marketing AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Marketing AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Marketing AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Marketing can scale from practice into repeatable AI workflow adoption with portfolio evidence."},{"role":"hr","roleLabel":"HR","productLine":"AIducation for HR","firstWedge":false,"academyPath":"/ai-training/hr","dashboardStatus":"high_risk","riskLevel":"high","targetScore":82,"minimumCoverage":90,"exitCoverage":80,"readinessSignals":["Bias-risk flags","Privacy handling score","Policy clarity score","Manager coaching readiness"],"adoptionRisks":["AI assistance introduces bias or mishandles sensitive employee context","Policy answers sound confident without authority or escalation","Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding"],"roiSignals":["HR time saved on Policy drafting and explanation","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 90% baseline coverage before comparing HR teams","Coach learners below the 82 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"HR Company AI Academy","href":"/company-academy","type":"academy"},{"label":"HR AI Policy Training","href":"/policy-training","type":"policy"},{"label":"HR AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"HR AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"HR needs tighter policy, verification, and manager review before AI workflows scale."},{"role":"finance","roleLabel":"Finance","productLine":"AIducation for Finance","firstWedge":false,"academyPath":"/ai-training/finance","dashboardStatus":"high_risk","riskLevel":"high","targetScore":82,"minimumCoverage":90,"exitCoverage":80,"readinessSignals":["Calculation accuracy","Assumption quality","Policy-control awareness","Executive communication clarity"],"adoptionRisks":["AI-assisted analysis ships with unchecked calculations or assumptions","Variance commentary blurs signal, caveat, and speculation","Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding"],"roiSignals":["Finance time saved on Expense review and policy checks","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 90% baseline coverage before comparing Finance teams","Coach learners below the 82 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Finance Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Finance AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Finance AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Finance AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Finance needs tighter policy, verification, and manager review before AI workflows scale."},{"role":"engineering","roleLabel":"Engineering","productLine":"AIducation for Engineering","firstWedge":false,"academyPath":"/ai-training/engineering","dashboardStatus":"needs_coaching","riskLevel":"medium","targetScore":76,"minimumCoverage":85,"exitCoverage":72,"readinessSignals":["Verification discipline","Bug-risk detection","Review quality","Agent workflow maturity"],"adoptionRisks":["Coding-agent output lands without path-level verification","Review feedback misses behavioral risk in generated code","Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding"],"roiSignals":["Engineering time saved on AI-assisted code review","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 85% baseline coverage before comparing Engineering teams","Coach learners below the 76 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Engineering Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Engineering AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Engineering AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Engineering AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Engineering is a good rollout candidate once baseline coverage and coaching loops are visible."},{"role":"product","roleLabel":"Product","productLine":"AIducation for Product Managers","firstWedge":false,"academyPath":"/ai-training/product","dashboardStatus":"needs_coaching","riskLevel":"medium","targetScore":76,"minimumCoverage":85,"exitCoverage":72,"readinessSignals":["Requirement quality","Risk awareness","Measurement clarity","Rollout judgment"],"adoptionRisks":["AI-generated PRDs hide vague requirements or missing guardrails","Research synthesis flattens nuance into false certainty","Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding"],"roiSignals":["Product time saved on PRD review and requirement tightening","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 85% baseline coverage before comparing Product teams","Coach learners below the 76 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Product Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Product AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Product AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Product AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Product is a good rollout candidate once baseline coverage and coaching loops are visible."},{"role":"executives","roleLabel":"Executives","productLine":"AIducation for Executives","firstWedge":false,"academyPath":"/ai-training/executives","dashboardStatus":"high_risk","riskLevel":"high","targetScore":82,"minimumCoverage":90,"exitCoverage":80,"readinessSignals":["Org readiness map","Risk dashboard","Policy adoption evidence","Productivity ROI assumptions"],"adoptionRisks":["Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding","Org readiness map"],"roiSignals":["Executives time saved on AI strategy and governance","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 90% baseline coverage before comparing Executives teams","Coach learners below the 82 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Executives Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Executives AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Executives AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Executives AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Executives needs tighter policy, verification, and manager review before AI workflows scale."},{"role":"operations","roleLabel":"Operations","productLine":"AIducation for Operations","firstWedge":false,"academyPath":"/ai-training/operations","dashboardStatus":"needs_coaching","riskLevel":"medium","targetScore":76,"minimumCoverage":85,"exitCoverage":72,"readinessSignals":["Automation readiness","SOP clarity","Process-risk flags","Reporting accuracy"],"adoptionRisks":["Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding","Automation readiness"],"roiSignals":["Operations time saved on SOP generation and review","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 85% baseline coverage before comparing Operations teams","Coach learners below the 76 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Operations Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Operations AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Operations AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Operations AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Operations is a good rollout candidate once baseline coverage and coaching loops are visible."},{"role":"students","roleLabel":"Students","productLine":"AIducation for Students","firstWedge":false,"academyPath":"/ai-training/students","dashboardStatus":"ready_to_scale","riskLevel":"low","targetScore":72,"minimumCoverage":78,"exitCoverage":65,"readinessSignals":["AI literacy score","Source verification","Academic integrity readiness","Research workflow quality"],"adoptionRisks":["Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding","AI literacy score"],"roiSignals":["Students time saved on Research planning and source checking","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 78% baseline coverage before comparing Students teams","Coach learners below the 72 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Students Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Students AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Students AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Students AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Students can scale from practice into repeatable AI workflow adoption with portfolio evidence."},{"role":"teachers","roleLabel":"Teachers","productLine":"AIducation for Teachers","firstWedge":false,"academyPath":"/ai-training/teachers","dashboardStatus":"ready_to_scale","riskLevel":"low","targetScore":72,"minimumCoverage":78,"exitCoverage":65,"readinessSignals":["Lesson quality","Assessment clarity","Privacy handling","Academic integrity readiness"],"adoptionRisks":["Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding","Lesson quality"],"roiSignals":["Teachers time saved on Lesson planning","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 78% baseline coverage before comparing Teachers teams","Coach learners below the 72 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Teachers Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Teachers AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Teachers AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Teachers AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Teachers can scale from practice into repeatable AI workflow adoption with portfolio evidence."},{"role":"government","roleLabel":"Government","productLine":"AIducation for Government","firstWedge":false,"academyPath":"/ai-training/government","dashboardStatus":"high_risk","riskLevel":"high","targetScore":82,"minimumCoverage":90,"exitCoverage":80,"readinessSignals":["Responsible-use readiness","Policy clarity","Data-handling risk","Procurement judgment"],"adoptionRisks":["Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding","Responsible-use readiness"],"roiSignals":["Government time saved on Citizen service response","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 90% baseline coverage before comparing Government teams","Coach learners below the 82 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Government Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Government AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Government AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Government AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Government needs tighter policy, verification, and manager review before AI workflows scale."},{"role":"healthcare-admin","roleLabel":"Healthcare Admin","productLine":"AIducation for Healthcare Admin","firstWedge":false,"academyPath":"/ai-training/healthcare-admin","dashboardStatus":"high_risk","riskLevel":"high","targetScore":82,"minimumCoverage":90,"exitCoverage":80,"readinessSignals":["Privacy discipline","Compliance awareness","Communication clarity","Escalation judgment"],"adoptionRisks":["Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding","Privacy discipline"],"roiSignals":["Healthcare Admin time saved on Patient communication","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 90% baseline coverage before comparing Healthcare Admin teams","Coach learners below the 82 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Healthcare Admin Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Healthcare Admin AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Healthcare Admin AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Healthcare Admin AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Healthcare Admin needs tighter policy, verification, and manager review before AI workflows scale."},{"role":"legal","roleLabel":"Legal","productLine":"AIducation for Legal Teams","firstWedge":false,"academyPath":"/ai-training/legal","dashboardStatus":"high_risk","riskLevel":"high","targetScore":82,"minimumCoverage":90,"exitCoverage":80,"readinessSignals":["Citation verification","Risk prioritization","Confidentiality handling","Business clarity"],"adoptionRisks":["Contract review summaries overstate certainty or miss risk boundaries","Research outputs lack citations and jurisdiction context","Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding"],"roiSignals":["Legal time saved on Contract risk review","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 90% baseline coverage before comparing Legal teams","Coach learners below the 82 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Legal Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Legal AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Legal AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Legal AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Legal needs tighter policy, verification, and manager review before AI workflows scale."},{"role":"small-business","roleLabel":"Small Business","productLine":"AIducation for Small Businesses","firstWedge":false,"academyPath":"/ai-training/small-business","dashboardStatus":"ready_to_scale","riskLevel":"low","targetScore":72,"minimumCoverage":78,"exitCoverage":65,"readinessSignals":["Workflow adoption","Output quality","Customer-data safety","Reusable playbook creation"],"adoptionRisks":["Learners use AI output without a verification step","Managers cannot see which skills are ready for live work","Tool usage grows faster than policy understanding","Workflow adoption"],"roiSignals":["Small Business time saved on Local marketing and content","Reduction in rework from unverifiable AI output","Higher completion rate for approved AI workflow playbooks","Faster manager coaching cycles from benchmarked evidence"],"managerActions":["Reach 78% baseline coverage before comparing Small Business teams","Coach learners below the 72 readiness target on failed skill atoms","Assign daily missions for the weakest workflow dimension","Export manager report after exit assessment and credential review"],"evidenceLinks":[{"label":"Small Business Company AI Academy","href":"/company-academy","type":"academy"},{"label":"Small Business AI Policy Training","href":"/policy-training","type":"policy"},{"label":"Small Business AI Workflow Lab","href":"/workflow-portfolio","type":"portfolio"},{"label":"Small Business AI Readiness Certificate","href":"/certificates/verify","type":"credential"},{"label":"Integration and readiness events","href":"/integrations","type":"integration"}],"executiveSummary":"Small Business can scale from practice into repeatable AI workflow adoption with portfolio evidence."}]}