About
Production AI architecture, operating models, and the economics of intelligence.
I am Igor Bobriakov, founder of ActiveWizards and author of Production-Ready AI Agents.
My manuscript for Architecting Intelligence, a book on the architecture of multi-agent systems, is complete and in private review. The early-reader list is open for book updates.
Arizen is my field journal for production AI architecture and the operating models built around it.
What I Work On
- Production AI systems: contracts, orchestration, state, evaluation, and reliability.
- AI operating models: decision rights, ownership, reviewer capacity, escalation, and accountable autonomy.
- Economics of intelligence: what becomes cheaper, what becomes scarce, and what organizations should still own.
If You Are New Here
- Start Here - choose a route by the problem you need to resolve.
- Concepts - work with recurring mechanisms.
- Patterns - find implementation structures for production systems.
- Books - read the stable synthesis.
When the Decision Is Live
If your team is making a production AI architecture or operating-model decision that is expensive to reverse, start with Advisory.