AI pilot charter
Define a bounded, measurable AI pilot.
Reusable work products
Twenty templates you can actually fill in.
Copy Markdown, print a clean worksheet, or adapt the structure to your organization. No account is needed.
Business and operations
AI vendor scorecard
Compare vendors against evidence and operating needs.
Workplace AI policy starter
Set clear permitted and prohibited uses.
AI workflow risk register
Name risks, controls, owners, and residual risk.
AI capacity and cost assumptions
Keep AI business-case math transparent.
Careers and students 15+
Career skill-gap map
Compare evidence you have with skills a role requires.
AI portfolio project brief
Scope a credible project with measurable work.
AI case study outline
Explain your real contribution without inflated claims.
Responsible AI job-search checklist
Use AI in applications without misrepresentation.
Four-week learning sprint
Turn a broad goal into weekly practice and proof.
Teaching and training
AI-supported lesson plan
Define how AI supports rather than replaces learning.
AI-aware assessment rubric
Assess reasoning, evidence, disclosure, and mastery.
Learner AI-use disclosure
Make tool use and human work visible.
Course AI policy worksheet
Clarify permitted uses before assignments begin.
AI training evaluation
Measure whether learners can apply and verify skills.
AI builders
Prompt experiment log
Make prompt changes reproducible.
RAG test matrix
Test retrieval and answer grounding systematically.
Agent human-gate map
Place approvals around consequential actions.
AI deployment and rollback checklist
Release with monitoring and a known-safe fallback.
AI incident review
Learn from failures without hiding uncertainty.