Sergei's Notes
Founder commentary, in my own words
Personal observations on AI business, service quality, automation, and where the money is moving. Not news, not SEO — just what I actually think, one note at a time.
July 27, 2026 · Sergei Ponomarev
AI Service Quality Is the Next Bottleneck
Why the next AI business opportunity is not building more bots, but testing whether they actually work for customers.
Read note →July 26, 2026 · Sergei Ponomarev
AI Is Not a Tool. It Is a Junior Employee.
A practical management lens for business owners trying to delegate work to AI without losing control.
Read note →July 25, 2026 · Sergei Ponomarev
The Customer Does Not Care That It Is AI
Customers do not judge your AI assistant by innovation. They judge it by whether it solves the problem without wasting their time.
Read note →
Sergei Ponomarev — founder of AI Business. Twenty years in service quality, standards, and independent assessment, now applied to AI. More about me →