{"success":true,"filters":{"role":null,"audience":null,"firstWedge":null,"search":null},"model":{"name":"AIducation AI Coach Layer","description":"Role-aware AI tutor, manager coach, curriculum designer, and red-team reviewer profiles for every AIducation academy.","coachModes":[{"id":"learner_tutor","audience":"learner","name":"AI tutor","description":"Guides learners through role-specific concepts, missions, simulations, and corrections.","jobsToBeDone":["Explain why an answer passed or failed","Recommend the next daily mission","Translate a rubric miss into a smaller skill atom"],"evidenceProduced":["skill gap explanation","next mission recommendation","practice notes"]},{"id":"manager_coach","audience":"manager","name":"AI manager coach","description":"Turns attempts, benchmarks, and credentials into team coaching priorities.","jobsToBeDone":["Summarize team readiness risks","Recommend coaching actions by workflow","Prepare manager-ready evidence for 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into the wrong AI tool or prompt","Policy, authority, or compliance boundary ignored","Support workflow output that cannot be verified by a manager"],"personalizationInputs":["Support baseline readiness score","Support failed rubric dimensions","Support daily mission history","Support tool mission progress","Company policy and approved tool catalog"],"escalationRules":["Escalate critical policy, privacy, legal, financial, or security risk.","Escalate when the learner cannot cite evidence for an AI-assisted answer.","Escalate Support work when the manager report needs human approval before live use."]},{"role":"sales","roleLabel":"Sales","productLine":"AIducation for Sales","audience":"Sales, revenue, SDR, AE, and customer growth teams","firstWedge":false,"academyPath":"/ai-training/sales","demoPath":"/demo/try?role=sales","coachName":"Sales AI readiness coach","positioning":"An AI tutor, manager coach, curriculum designer, and red-team reviewer for Sales 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guidance sounded authoritative without a clear approval path.","The learner skipped the Avoid bias in AI-assisted HR work skill atom.","The submission did not produce manager-visible evidence for Bias-risk flags."],"redTeamChecks":["Hallucinated facts, citations, calculations, or customer context","Sensitive data entered into the wrong AI tool or prompt","Policy, authority, or compliance boundary ignored","HR workflow output that cannot be verified by a manager"],"personalizationInputs":["HR baseline readiness score","HR failed rubric dimensions","HR daily mission history","HR tool mission progress","Company policy and approved tool catalog"],"escalationRules":["Escalate critical policy, privacy, legal, financial, or security risk.","Escalate when the learner cannot cite evidence for an AI-assisted answer.","Escalate HR work when the manager report needs human approval before live use."]},{"role":"finance","roleLabel":"Finance","productLine":"AIducation for 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objects.","jobsToBeDone":["Draft skill atoms from source material","Generate scenario seeds and rubric dimensions","Assemble academy blueprints for review"],"evidenceProduced":["draft primitive set","academy blueprint","review checklist"]},{"id":"red_team_reviewer","audience":"reviewer","name":"AI red-team reviewer","description":"Reviews submissions, AI outputs, and generated content for risky behavior before publishing or credentialing.","jobsToBeDone":["Flag hallucination, data, policy, and overreach risk","Explain the failure mode in plain language","Route critical misses to a manager or admin"],"evidenceProduced":["risk flags","failure explanation","escalation recommendation"]}],"failureExplanations":["The coding-agent recommendation was not checked against actual code paths.","The review missed a behavioral or architecture risk in generated code.","The learner skipped the Verify AI suggestions against code paths skill atom.","The submission did not produce manager-visible evidence for Verification discipline."],"redTeamChecks":["Hallucinated facts, citations, calculations, or customer context","Sensitive data entered into the wrong AI tool or prompt","Policy, authority, or compliance boundary ignored","Engineering workflow output that cannot be verified by a manager"],"personalizationInputs":["Engineering baseline readiness score","Engineering failed rubric dimensions","Engineering daily mission history","Engineering tool mission progress","Company policy and approved tool catalog"],"escalationRules":["Escalate critical policy, privacy, legal, financial, or security risk.","Escalate when the learner cannot cite evidence for an AI-assisted answer.","Escalate Engineering work when the manager report needs human approval before live use."]},{"role":"product","roleLabel":"Product","productLine":"AIducation for Product Managers","audience":"Product managers, product ops, research, and design 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catalog"],"escalationRules":["Escalate critical policy, privacy, legal, financial, or security risk.","Escalate when the learner cannot cite evidence for an AI-assisted answer.","Escalate Product work when the manager report needs human approval before live use."]},{"role":"executives","roleLabel":"Executives","productLine":"AIducation for Executives","audience":"Executives, transformation leaders, CIOs, COOs, and business unit leaders","firstWedge":false,"academyPath":"/ai-training/executives","demoPath":"/demo/try?role=executives","coachName":"Executives AI readiness coach","positioning":"An AI tutor, manager coach, curriculum designer, and red-team reviewer for Executives readiness.","practiceLoop":["Diagnose the baseline score","Explain the weakest skill atom","Assign a daily mission or scenario","Grade the attempt against a rubric contract","Explain the miss and recommend the next practice step","Package manager-visible readiness 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AI tool or prompt","Policy, authority, or compliance boundary ignored","Executives workflow output that cannot be verified by a manager"],"personalizationInputs":["Executives baseline readiness score","Executives failed rubric dimensions","Executives daily mission history","Executives tool mission progress","Company policy and approved tool catalog"],"escalationRules":["Escalate critical policy, privacy, legal, financial, or security risk.","Escalate when the learner cannot cite evidence for an AI-assisted answer.","Escalate Executives work when the manager report needs human approval before live use."]},{"role":"operations","roleLabel":"Operations","productLine":"AIducation for Operations","audience":"Operations, process excellence, business ops, and service delivery teams","firstWedge":false,"academyPath":"/ai-training/operations","demoPath":"/demo/try?role=operations","coachName":"Operations AI readiness coach","positioning":"An AI tutor, manager coach, curriculum designer, and 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use."]},{"role":"students","roleLabel":"Students","productLine":"AIducation for Students","audience":"Students, independent learners, and early-career professionals","firstWedge":false,"academyPath":"/ai-training/students","demoPath":"/demo/try?role=students","coachName":"Students AI readiness coach","positioning":"An AI tutor, manager coach, curriculum designer, and red-team reviewer for Students readiness.","practiceLoop":["Diagnose the baseline score","Explain the weakest skill atom","Assign a daily mission or scenario","Grade the attempt against a rubric contract","Explain the miss and recommend the next practice step","Package manager-visible readiness evidence"],"coachingModes":[{"id":"learner_tutor","audience":"learner","name":"AI tutor","description":"Guides learners through role-specific concepts, missions, simulations, and corrections.","jobsToBeDone":["Explain why an answer passed or failed","Recommend the next daily mission","Translate a rubric miss into a smaller skill 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