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without exposing private scenario details."}],"adminRoles":[{"role":"owner","permissions":["billing","branding","identity","all academy settings"]},{"role":"admin","permissions":["content approval","integration setup","org reports"]},{"role":"manager","permissions":["team dashboards","coaching reports","export readiness evidence"]},{"role":"instructor","permissions":["scenario drafts","rubric drafts","learner feedback"]},{"role":"viewer","permissions":["read-only dashboards","credential registry"]}],"integrations":[{"id":"sso-scim","name":"SSO and SCIM","category":"identity","status":"available","proofValue":"Every readiness artifact is tied to an identity-managed learner and org."},{"id":"lms","name":"LMS","category":"learning","status":"available","proofValue":"AIducation becomes the practice and grading layer beside the LMS record system."},{"id":"hris","name":"HRIS","category":"hris","status":"custom","proofValue":"Readiness data rolls up by the same org structure leaders already 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tool catalog, prompt library, and workflow library","evidence":"7 governance controls with audit-ready completion evidence"},{"name":"Small Business AI Workflow Lab","source":"Role workflows, tool missions, prompts, checklists, and capstone artifacts","evidence":"23 portfolio artifacts and manager review questions"},{"name":"Small Business credential track","source":"Readiness certificate, skill badge, workflow portfolio, and manager report","evidence":"4 credential records with verification paths"}],"evidenceExports":["LMS completion export","CSV manager report","PDF compliance evidence packet","Credential verification links","API readiness events","Department benchmark report"],"rolloutSteps":[{"order":1,"title":"Select academy scope","owner":"Admin","output":"Choose the Small Business department, cohort, and launch date."},{"order":2,"title":"Import company context","owner":"Studio","output":"Generate scenarios from policies, SOPs, tickets, calls, docs, work samples, or code context."},{"order":3,"title":"Approve rubric contracts","owner":"Instructor","output":"Lock skill atoms, scoring weights, escalation rules, and model-output checks."},{"order":4,"title":"Run baseline and missions","owner":"Learners","output":"Complete assessment, daily missions, tool labs, simulations, and capstone workflow."},{"order":5,"title":"Export readiness evidence","owner":"Managers","output":"Send reports to LMS, HRIS, dashboards, manager briefings, and credential registry."}],"managerViews":["Small Business readiness score by learner and team","Baseline-to-exit lift by skill atom","Policy-risk and misuse reporting flags","Workflow portfolio and capstone evidence","Next coaching actions and benchmark gaps"],"governanceControls":["SSO and SCIM provisioning","Role-based permissions","Content visibility and draft approval","Approved tool catalog","Audit logs and compliance exports","AI cost and model-output controls"]}]}