Trusted AI · Inside Out
Trust League is where leaders, practitioners, and the next generation learn to build AI from the inside out — not bolt compliance on from the outside after something breaks.
Not a safety course. Not a compliance checklist. A community built on the belief that trust is a competitive advantage.
The mission
The AI era has created two camps: organizations that treat AI as a risk to be managed, and organizations that treat it as an advantage to be built. The second group wins. Every time.
Most AI governance starts with policy. Most AI trust programs start with compliance. Both miss the point. Trust isn't something you add to AI — it's something you build into it from the beginning. That's what we call inside-out governance. It's harder. It's also the only approach that works at scale.
— Bears & Mosquitoes, by Dale Martin
The bears were ransomware, breaches, and compliance failures. You built defenses. But the mosquitoes moved in quietly — shadow AI, hallucinated decisions, agents making calls nobody approved. Trust League exists to help you see both.
Why Trust League
01 — The thesis
Trust is competitive advantage
Compliance is a floor. Trust is a ceiling. The organizations that build trusted AI move faster, with less risk, and earn more loyalty. Trust League exists to prove it.
02 — The gap
No community for inside-out builders
There are plenty of compliance frameworks. There are no communities for practitioners who want to build trust into their AI from day one. We're building that.
03 — The scale
Real enterprise experience, not theory
The framework behind Trust League was built while running AI for 100,000+ employees. Not from a think tank. Not from a conference stage. From the inside.
04 — The future
The next generation needs a foundation
Trust habits form early. Trust League reaches leaders today and students and kids tomorrow — so the next generation starts with trust baked in, not bolted on.
Three tiers. One mission.
For executives, advisors, and practitioners who are building, governing, or deploying AI in organizations. Book companion resources, prompt kits, peer cohort access, and the Trusted Living Agent Framework made executable. This is where the B&M book becomes operational.
📖 Launching with the book — June 2026
For students, new grads, and early-career practitioners entering the agentic workforce. The skills and frameworks to navigate an AI-saturated world with trust as your foundation — before bad habits form. Because the people entering the workforce now will inherit the AI decisions being made today.
🔜 Coming April 2026
For families navigating the AI era together. An illustrated series featuring the Trust League personas — one per character — that teaches kids what it means to build relationships with AI they can actually trust. Because trust habits form long before the first job interview.
🔜 Coming May 2026
Where it starts
Trust League is built on the framework from Bears & Mosquitoes: Trust Your AI from the Inside Out. The book introduces the Trusted Living Agent Framework — a practical, plain-language approach to AI trust built for business leaders, not engineers.
If you're new here, the book is the best place to start. It's where the thesis lives in full — the bears, the mosquitoes, and why inside-out governance is the only approach that actually works.
Read Bears & Mosquitoes →From the founder
Dale Martin — Founder, Trust League
I spent 30 years building and governing AI at enterprise scale — most recently leading responsible AI for Thermo Fisher Scientific's 100,000+ employees. I've seen what works. I've also seen what fails quietly, late at night, in ways nobody planned for.
Trust League is the community I wish had existed when I started. A place where practitioners share the real work — not the polished conference version. Where inside-out governance isn't theoretical. Where trust is treated as the competitive advantage it actually is.
I'm building this in public, with AI as my building partner. If you believe the organizations that trust their AI will outcompete those that don't — you belong here. — Dale Martin
Get early access when Tier 1 launches in June. Be first in.
Free to join. No mosquitoes in your inbox. AI-shaped. Human-directed. Fully transparent.