Quality assurance for AI-assisted professional work — catch the errors without losing the speed.

 

WHAT THIS IS
AI makes your team faster — and it also makes confident mistakes. This program teaches the discipline of using AI-assisted work responsibly: where errors hide, how to verify efficiently, and how to make AI-assisted work something a professional can sign their name to.

​

WHAT YOUR TEAM WILL LEARN
Where AI errors actually hide — the failure modes most people miss.
How to verify AI output efficiently, without erasing the productivity gain.
How to spot hallucinations in facts and in reasoning.
How to build lightweight review steps into everyday workflows.
How to make AI-assisted work signable under a professional's name.

​

WHAT YOUR TEAM WALKS AWAY WITH
A practical verification workflow your team can apply immediately.
Clear standards for what "checked" means before AI-assisted work goes out.
Faster output the team can actually stand behind.

​

WHO IT'S FOR
Teams whose work carries professional accountability — legal, finance, consulting, healthcare, engineering, and beyond — and anyone who needs AI's speed without inheriting its mistakes. No technical background required.

 

FORMAT
Delivered as an executive briefing, an intensive workshop, or a full program — sized to your team.

Iive online. 

​

Led by Konul Kalantarov, PhD — formerly with Google's AI teams and Scale AI.

Ready to explore? Book a free consultation, or email for a custom proposal.