Operating lessons

  • Start with a recurring business workflow rather than an abstract AI capability.
  • Put explicit human approval before consequential external actions.
  • Measure reliability, time saved, error rate, and business outcomes—not demonstrations.

Public sources

These links support the public company record. Company valuation, acquisition value, revenue, and personal proceeds are different facts and should not be treated as interchangeable.

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