Speaking & Advisory

Your audience already knows AI is capable.
They want to know when to trust it.

That is the conversation we bring — grounded in two decades of building systems where being wrong has consequences, and in the work of making AI say what it does not know.

Two colleagues working through a data dashboard together at a workstation

Four talks, one argument.

  1. 01

    What an agent needs to know before it acts

    History, relationships, boundaries, and human decisions — and what breaks when a system acts without them.

  2. 02

    When the context is not enough

    Missing, conflicting, stale, uncertain, out of bounds. How a system can report insufficiency instead of guessing past it.

  3. 03

    Keeping judgment where it belongs

    Why human oversight alone does not hold, and how expert corrections can inform what a system understands next.

  4. 04

    AI where being wrong has consequences

    What two decades across healthcare, legal, enterprise, and public-sector systems teaches about deploying AI into real stakes.

Delivered as Keynotes & talks · Workshops · Strategic advisory.

Already in the room.

  • University of New Mexico RAISEGuest Lecturer
  • New Mexico TechFestConference Speaker

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The event, the audience, or the decision your organization is facing — we will come back with availability and a format built for it.