Library
Methods & tools for an AI that serves people
An author's library — my own methods for governing AI from the human side, published here as I build them. Free, and made to be used today.
This is a personal library: the methods here are my own work, collected and published as I develop them. Where a guide draws on someone else's work, I say so — everything else is mine. Each one takes a single piece of the problem — how to judge an AI service, how to describe one, how to keep it accountable — and turns it into something you can use today. Built from twenty years of standards, quality assessment, and civic control, now applied to AI. New methods added regularly.
AI Service Governance
Start with Your Services
You can't digitize chaos. A practical 7-step method for putting your services in order first, then putting AI safely inside them — built around a ready-to-use AI Service Passport.
Read & download · 14 pages →Governance from the consumer side
Consumer Control of AI
A practical method — plus a ready-to-use assessment card — for judging any AI service from the customer's side of the counter.
Read & download · 10 pages →
About the author
Sergei Ponomarev, PhD— founder of aibusiness.vc and a specialist in assessing service quality from the consumer's side. Twenty years across e-government, standards, nationwide quality monitoring, independent assessment and mystery shopping — now applied to AI. I help companies adopt artificial intelligence in the interests of their consumers.
I'm building a library of such practices and I'm open to any kind of collaboration — I'd be glad to hear your feedback, compare notes, or work together.