Mariia Shakh / Advisory

Contact

For advisory, speaking, fellowships, or senior AI governance conversations.

Use this page when the question is not simply “can AI help?” but “what decision system lets AI reach production responsibly?”

Best fit

Conversations where AI governance, regulated delivery, production risk, operating model design, and executive decision-making meet.

  • AI-agent governance and AgenticOps
  • PDLC, release governance, and go/no-go design
  • Financial services, energy, mobility, and industrial systems
  • Advisory, fellowship, speaking, and thought-leadership formats