SHEET 00 — GAIL WEINER, AI TRUST ARCHITECT · REV D
The trusted human,
consulted before consequential AI decisions.
For senior leaders and established organisations making decisions faster than their systems can absorb them.
A-01 THE POSITION
My clients have already built something. They come to me when the way they used to work no longer fits, in their organisation or in their own leadership. I help them see what is actually happening before they commit to the next version.
Boards are approving AI deployments faster than organisations can absorb them. Adoption metrics look healthy while cycle times refuse to move. People use the AI, then quietly redo the work themselves before they will sign their name to it.
Detail A-01 · The human layer
Most people talking about AI have only seen AI. I have seen the terrain AI is landing on. Twenty-eight years in technology, from client-server through the early internet to cloud, remote work and digital transformation, taught me that adoption succeeds or fails in the human layer.
I am consulted before the decision is made, while there is still room to change it.
A-02 HOW I WORK
THE MODE ACROSS ALL FOUR
A voice in front of you that's thinking with you.
I don’t arrive with a recommendation to hand over. We work the problem together, and the practice underneath is the same in every engagement. The four doors below are different ways in, matched to who you are and what you need the thinking for.
THE DIAGNOSTIC
Ground Truth
FOR ORGANISATIONS ABOUT TO DEPLOY
A mapping of how the work actually gets done: who holds it together, and where the documented process diverges from the lived one, before a new AI system lands on top of it.
TURN FORTY
Model Evaluation
FOR THE LAB SHIPPING THE MODEL
Conversational flow evaluation of shipped AI models, text and voice. Reading, Holding, Adapting, Repair. Also for organisations testing a model before rolling it out internally or to customers.
STANDING COUNSEL
Advisory Counsel
FOR THE PERSON MAKING THE CALL
A retained thinking-partnership for senior leaders navigating consequential decisions in high-change environments. Six to eight clients at any time.
By enquiry only.
THE PRACTICE
Trust Architecture
THE DISCIPLINE UNDERNEATH
The frame everything else is built on. Technology problems are rarely technology problems. They are human problems of trust, communication and adoption.
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