A public teaching library

Frameworks we teach.

How we teach the shift from AI user to AI Architect.

Battle-tested with thousands of business leaders inside Automate to Accelerate, our bootcamps, and our masterclasses. Each framework is designed to be taught simply — one idea at a time.

AI Employee Evolution

Four levels — AI Contractor, Trained Employee, Connected Employee, Autonomous Employee. Each level adds one capability.

AI Architecture

Which Level Does the Job Need?

Three questions. Answer them and know exactly which level of AI employee your job requires.

Decision Framework

Spot → Build → Train

The three skills every AI Architect needs. Feel the pain, build the right solution, train it until it's consistent.

AI Architecture

The RCRQ Framework

Role. Context. Request. Questions. The 4-part formula that turns AI from "meh" into mind-blowing — build your prompt live.

Do's, Don'ts & Power Moves

20 tactical moves across 6 categories — the exact phrases Callan uses with Claude. Copy the prompt, use it when AI goes sideways, when you're stuck, or when the stakes are high.

The AI Architect Identity

Four levels — AI User, Experimenter, Builder, Architect. Same person, more capable of building. Know exactly where you are and what it takes to level up.

AI Architecture

When to Build What

Two questions. Four answers. Know exactly what to build before you start — Quick Prompt, Prompt Template, One-Off Project, or AI Employee.

AI Architecture

Four Pillars of an AI-Powered Business

AI-Committed Founder, AI Architects, AI Employees, and the AI Business Brain. Four layers, one upside-down triangle — and it all rests on the Brain.

AI Architecture

The SBSA Loop

Spot the Bottleneck → Build the SOP → Store It → Automate. The operations method — because you cannot automate a process that doesn't exist.

The Business Brain

One synced folder AI reads, edits, and generates from — the executive layer above every department workspace. Departments execute. The Brain decides.

AI Architecture

Archived

Frameworks we no longer actively teach — kept here for reference and for students who've seen them in earlier programs.

The AI Efficiency Ladder Archived

Your roadmap from asking AI basic questions to building systems that run themselves. Four levels. Each unlocks the next.