Case
Start with a realistic role case that forces judgment, constraints, and AI use.
AIducation capstones turn practice into final proof. Learners complete a real-world case, produce a manager-reviewable artifact, get graded against role rubrics, and attach the result to a workflow portfolio or readiness credential.
Capstones sit at the end of the learn-practice-grade-improve loop and become proof for portfolios, credentials, managers, and audits.
Start with a realistic role case that forces judgment, constraints, and AI use.
Produce prompts, AI draft or analysis, verification notes, and a final work artifact.
Score work outcome quality, verification, policy safety, and manager-ready explanation.
Attach the capstone to a portfolio, manager review, export packet, and credential path.
Every role academy gets a final challenge with deliverables, rubric dimensions, sandbox modes, portfolio artifacts, manager questions, and exports.
Agents can use AI to draft replies, but managers need proof that they verify policy, avoid unsafe refund promises, and escalate when judgment is required.
Support artifact is useful, specific, and appropriate for the role workflow.
Claims, calculations, sources, policy, and assumptions are checked before use.
Sales teams can generate outreach quickly, but leaders need evidence that reps ground personalization in real research and avoid unsupported claims.
Sales artifact is useful, specific, and appropriate for the role workflow.
Claims, calculations, sources, policy, and assumptions are checked before use.
Marketing teams can use AI across product launch copy and campaign brief generation, but leaders need proof that people can apply the tools with judgment, verification, and role-specific quality standards.
Marketing artifact is useful, specific, and appropriate for the role workflow.
Claims, calculations, sources, policy, and assumptions are checked before use.
HR teams can use AI across policy drafting and explanation and recruiting and candidate screening support, but leaders need proof that people can apply the tools with judgment, verification, and role-specific quality standards.
HR artifact is useful, specific, and appropriate for the role workflow.
Claims, calculations, sources, policy, and assumptions are checked before use.
Finance teams can use AI across expense review and policy checks and variance analysis commentary, but leaders need proof that people can apply the tools with judgment, verification, and role-specific quality standards.
Finance artifact is useful, specific, and appropriate for the role workflow.
Claims, calculations, sources, policy, and assumptions are checked before use.
Engineering teams are adopting coding agents, but leaders need proof that developers can verify AI output, catch security issues, and keep reviews focused.
Engineering artifact is useful, specific, and appropriate for the role workflow.
Claims, calculations, sources, policy, and assumptions are checked before use.
Product teams can use AI across prd review and requirement tightening and research synthesis, but leaders need proof that people can apply the tools with judgment, verification, and role-specific quality standards.
Product artifact is useful, specific, and appropriate for the role workflow.
Claims, calculations, sources, policy, and assumptions are checked before use.
Executives teams can use AI across ai strategy and governance and department rollout planning, but leaders need proof that people can apply the tools with judgment, verification, and role-specific quality standards.
Executives artifact is useful, specific, and appropriate for the role workflow.
Claims, calculations, sources, policy, and assumptions are checked before use.
Operations teams can use AI across sop generation and review and workflow automation planning, but leaders need proof that people can apply the tools with judgment, verification, and role-specific quality standards.
Operations artifact is useful, specific, and appropriate for the role workflow.
Claims, calculations, sources, policy, and assumptions are checked before use.
The first wedge has a ready capstone with deliverables, evidence, review questions, and export targets for managers.
Review manager evidence