I help leaders building AI products prevent failures before customers see them.

Most AI products are built as experiments that struggle to survive real-world scale. I help you move beyond the demo phase by designing the evaluation frameworks, data flows, and system logic required for a stable production release.

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