Work with AI
Foundation
Many professionals who try AI get inconsistent results — not because the technology failed, but because this is genuinely new. The mental model for operating it reliably had to be built from first principles, not inherited from anything that came before.
The mental model. Built from first principles.
This book answers one question: what does a professional need to understand to work effectively with AI? The answer is not technical. It is a mental model — five elements, one sequence. Written for knowledge workers, regulated professionals, executives, and front-line teams.
This is genuinely new.
“Developed through years of operationalizing AI across live credit transactions — not in theory. In production, with real capital, real decisions, and real accountability at every stage.”
That experience demanded first principles reasoning: strip away assumption, identify what is irreducibly true about how humans and AI work together, and build only from there. The result is an architecture that holds regardless of which tools you use or how the technology evolves. Five elements. One sequence. Learned once. Applied indefinitely.
What Professionals Said
Live chat captured during AI Essentials sessions · Dominion Lending Centres
Five concepts. One sequence. The complete mental model.
Designed to be learned once and applied indefinitely.
Not a metaphor — the precise definition of an operational relationship. Expertise, judgment, and accountability stay with you. Speed, scale, and computational prowess belong to the machine.
The revolution is not automation. It is the interface. For the first time, professionals communicate with machines in plain language and are understood. Your edge is clarity of thought.
Retrieve. Generate. Interact. The RGI Framework is a taxonomy of work, not a catalog of tools. When you know what AI does at its core, you stop guessing and start directing.
AI capability is essentially unlimited. AI knowledge of your specific situation is essentially zero. The gap is bridged entirely by communication quality. Goal + Context + Format + Reference + Refine.
Before AI, professionals chose between speed and precision constantly. That trade-off is gone. Both together is the earned outcome — not promised, earned — when the mental model executes correctly.
Designed to hold regardless of what comes next.
Every chapter traces back to a real deployment, a real training session, or a real conversation with a professional trying to make AI work. This is not theory. It is the architecture — proven in production, designed to be learned once and applied indefinitely.
$20 · Paperback · Ships from Amazon
“One human, one tool, working together. That is the foundation everything in this book builds from.”
This is not a collection of tips. It is not a catalog of features. It is a single coherent system. The architecture is minimal and complete. The sequence is deliberate. The outcome is earned.
“He read the paper. Within two months, he filed the AI Credit® trademark — December 2017.”
After two decades in commercial lending at GE Capital and TD Bank, Matthew Dobson served as Chief Credit Officer and built AI tools across hundreds of live transactions. Real capital. Real decisions. Real accountability. In 2025 he delivered AI Essentials training to thousands of licensed mortgage professionals across Canada under an enterprise contract with Dominion Lending Centres Group (TSX: DLCG), achieving a universal positive response rate to the core concepts. That same year he was selected for the inaugural Perplexity AI Business Fellowship alongside executives from NVIDIA and the world’s most consequential technology companies.
A platform built by professionals,
for professionals.
This platform is for the professional who seeks a reliable way to use AI to achieve speed and precision within their field of expertise — and who is ready to Work with AI to do what they have always done: serve clients and stakeholders with the expertise and accountability that only a human professional can deliver.
Be Curious.