Resources
How to see what your AI is actually doing.
Practical writing for owners and operators who already use AI in day-to-day work and want the oversight to match. No hype, no statistics we cannot back up.
Guides
Guide · 7 min read
What is an AI workflow audit? (And what it is not.)
An AI workflow audit examines one real AI-assisted process end to end: inputs, guesses, decisions, human approval, verification, and correction. Here is what that means in practice.
Method · 8 min read
Designing human approval gates for AI-assisted work
Where should a person approve before AI output moves? A practical method for placing human approval gates in AI-assisted workflows without slowing everything down.
Method · 7 min read
How to verify AI output before it reaches a customer
Reading AI output is not verifying it. A practical approach to checking facts, figures, commitments, and inferences in AI-generated work before it leaves your business.
Analysis · 8 min read
Where AI-assisted workflows fail in small businesses
The failure modes of AI-assisted workflows in small businesses are rarely dramatic. They are quiet: silent guesses, approval that faded, verification that was never designed, and errors found by customers.
Audits by situation and industry
- Small business
- Human oversight
- Verification
- Accounting & bookkeeping
- Insurance agencies
- Law firms
- Consulting & advisory
- AI agents
Or read how the audit works and who runs it.
Founding Pilot · $500
Find out what you're looking at.
One AI-assisted workflow, a 60–90 minute walkthrough, and concise written findings within 48 hours: workflow map, approval gates, verification checklist, three priority corrections, one 30-day target.