SHEET 00 — GAIL WEINER, AI TRUST ARCHITECT
Your teams adopted AI.
Your systems didn't.
I fix the human layer that breaks when speed outpaces trust - for
scaling companies and the senior leaders running them.
A-01 THE PROBLEM
Companies are rolling out AI like it's a software update. Hand everyone a login. Send a PDF. Wait for adoption.
Then the dashboard says adoption is happening and nobody fully believes it. Because the dashboard can't see who's routing their real work around the tools, who's leaning on them without saying so, and who's gone quiet about the whole thing. The gap between reported adoption and what's actually happening on the floor is where deployments stall.
The problem is not the technology. The problem is that nobody addressed what happens to the humans inside the system when the system changes around them.
You don't have a tooling problem. You have a human system problem. That is what I fix.
Detail A-01 · The human layer
I work at the intersection of people, AI, and delivery. I map where trust and workflow are breaking - with an actual instrument, not a vibe: eleven mapped behaviour types and an evidence-first method and where extra engineering capacity is needed, I bring in trusted European development teams I've worked with for over a decade.
A-02 HOW I WORK
CONSULTING
Trust Architecture
Al adoption fails at the human layer - and that layer behaves in patterns. Eleven mapped behaviour types, an evidence-first method, and interventions matched to what's actually driving each pattern. The discipline, drawn in full.
CAPACITY
Engineering Capacity
When delivery needs to scale, I connect you with trusted European engineering teams I've worked with for years. Not a marketplace. Direct relationships, AI-native workflows, proven output.
PROOF OF WORK
Simpatico Publishing
Twelve books across multiple voices and personas. An AI-native publishing house built to prove what human-Al creative partnership can actually produce.
A-02 FLAGSHIP ·FOR SENIOR LEADERS
CORPORATE ENGAGEMENT
Ground Truth
The process document is not the process. Before you configure AI or automation against the documented version, I map the version your people actually run and show you exactly what depends on that gap.
From $24,000
£18,000 · SCOPED BY DIAGNOSTIC
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