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Sergei Ponomarev, PhD

Sergei Ponomarev, PhD

Independent test purchases of AI agents

Founder and editor, aibusiness.vc

Sveti Vlas, Bulgaria · Europe · English, Russian

About

Political scientist with a PhD on e-government. For seven years I led nationwide research and evaluation of public services for government clients, using independent assessments, test purchases, interviews and surveys, and I authored a transparency standard adopted by a city legislature. For the last year and a half I have applied the same craft to AI through aibusiness.vc, publishing original methods on AI transparency and accountability, including a toolkit for EU AI Act Article 50 disclosure and a full test purchase method for customer-facing agents, piloted with a French AI metrology company. I also build AI agents hands-on, which keeps the governance work grounded in how these systems actually behave.

What I do

  • Test purchases of AI agents: going through your service as a customer would, then comparing what the agent promised against what the system recorded
  • The document set for an AI service: public AI policy, AI service passport, AI receipt and the rules that hold them together
  • Rules for adopting AI: how a service is described, handed over and kept accountable once it runs on an agent
  • AI visibility audit: how ChatGPT and AI search read and cite your website

Practice areas

Evaluation & testingAssurance, audit & conformity assessmentGovernance operating models & AI policyHuman oversight, transparency & accountabilityGoverned AI adoption & process redesignAI research & public policy

Industries

Public sectorRetail & consumerTechnology & software

Open to

Consulting, Advisory & board work, Research collaboration, Speaking

Contacts

LinkedIn →

Identity and links confirmed by AI Business. This is not a rating, an endorsement or a recommendation.