TOPIC · AI TRANSFORMATION
AI Governance and Training
AI governance is not a memo. It is the operating system for approved tools, restricted data, review standards, and safe employee adoption.
WHO THIS IS FOR
The seat at the table this shelf serves.
Owners, IT leaders, HR leaders, and managers responsible for safe AI usage.
TOPIC
64 briefs in ai governance and training.
Field notes grouped by the operating constraint they address.
BRIEF · 6 MIN
Internal Knowledge Search With AI: The Test Before You Build It
If two senior people answer the same internal question two different ways, AI search won't fix it — it'll scale the wrong answer. Here's the test to run first.
BRIEF · 6 MIN
When Not to Automate Project Status Reports (The "Green-Until-It-Isn't" Problem)
A status report stays green until the week it goes red. Why AI status reporting fails in services firms when milestones, risk logs, and owners disagree.
BRIEF · 6 MIN
The First AI Workflow for IT and Data Teams: Answering the "Am I Allowed To" Questions
IT and data teams field the same access, classification, and acceptable-use questions weekly. Here's how to make policy Q&A your first safe, governed AI workflow.
BRIEF · 6 MIN
If You Own the Data Pipes, Automate Account Research First
Why IT and data teams should make AI account research their first project — and the source-layer, permission, and review work that decides if it holds up.
BRIEF · 6 MIN
The First AI Project IT Should Own: The Technical Half of Every Proposal
When AI drafts the security and architecture sections of proposals, IT owns whether the claims are true. Here is how to govern that, starting with one source library.
BRIEF · 6 MIN
The AI Acceptable-Use Policy Every Accounting Firm Needs Before Busy Season
A one-page AI acceptable-use policy for accounting firms: what staff can draft, what never touches a public chatbot, and who signs off before it hits the file.
BRIEF · 6 MIN
An AI Acceptable-Use Policy Architecture Firms Will Actually Follow
A practical AI acceptable-use policy for architecture firms: protect owner program data and unissued drawings, and keep code calls with a licensed reviewer.
BRIEF · 6 MIN
An AI Acceptable-Use Policy That Survives a Busy Front Desk (Dental Groups)
The AI rules a multi-location dental group actually needs: what front-desk and billing staff can paste into a chatbot, and what they never can.
BRIEF · 6 MIN
The AI Use Policy Your Stamping Engineer Will Actually Defend
A practical AI acceptable-use policy for engineering services firms: what AI can touch, what stays behind the stamp, and who owns the review.
BRIEF · 6 MIN
The AI Use Policy Your Front Desk and Billing Team Actually Need
A healthcare admin AI policy that survives a denial appeal and a scheduling note. What billing, intake, and front-desk staff can paste, and what they can't.
BRIEF · 6 MIN
The AI Use Policy IT Services Firms Actually Need: What an Engineer Can Paste, and What Gets Someone Fired
An IT services AI policy that maps the real risk: a tier-2 engineer pasting a client's logs into ChatGPT. The allowlist, restricted-data list, and 90-day rollout.
BRIEF · 6 MIN
An AI Acceptable-Use Policy for Law Firms That Survives a Privilege Question
Most law-firm AI rules collapse the moment a paralegal pastes a deposition into a chatbot. Here is a policy that names matters, privilege, and reviewers.