Semantic Works — AI Advisory & Training

What We Do

We help engineering teams adopt AI, modernize legacy software, and use cloud services effectively — with strategic guidance and hands-on technical advice.

AI adoption strategy, hands-on prototyping, and architecture review
Agentic workflows and developer productivity
AI in regulated environments (PCI, cybersecurity, compliance)
Hands-on training for engineering teams

Background

Our practice is led by Dr. Pavel Simakov, with deep experience in large-scale distributed systems and domain-specific languages — built across Google Cloud Platform (AI & BI tools, developer infrastructure, secure supply chains), Google Research, Area 120, payments platforms at Google and PayPal, and macroeconomic modeling DSLs at Bridgewater Associates.