Use cases
Show the team where AI can help today: summaries, drafts, checklists, extraction, and review support.
Most AI training is either too abstract or too breathless. Small teams need clear examples, practical limits, and simple rules for what belongs in which tool.
I help teams understand what modern AI is good at, where it fails, what data should stay private, and how to use AI for real office work without creating new risk.
Show the team where AI can help today: summaries, drafts, checklists, extraction, and review support.
Explain hallucinations, privacy risk, client confidentiality, vendor terms, and review requirements in ordinary language.
Create simple rules for approved tools, prohibited data, citation needs, and human review.
Use examples from the business so training turns into habits, not a forgotten slide deck.