I help AI leaders make customer-facing AI exposure decisions they can defend later, so failures don't turn into career-ending events.

When AI systems reach customers, accountability shifts from models to leaders. Exposure decisions must withstand hindsight and executive scrutiny.

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Daniel Jacobsen

This is for you if

  • AI is a core part of your product or direction
  • You are making decisions that are hard to reverse
  • You want clarity, not reassurance
  • You value independent judgment over consensus

This is not for you if

  • You just want Copilot or internal productivity tooling
  • You are looking for implementation capacity
  • You want someone to run execution
  • You want certainty where none exists