The Series · 11 Parts
Enterprise AI Onboarding
You don't prompt an AI — you onboard it. This is the field guide for deploying AI in a real business: de-risk it, understand the inflection, operationalize the model, and build a moat you actually own.
De-risk
Parts 1–3
Governance, the human side of change, and getting your data legible to agents.
Inspire
Parts 4–5
Why this moment is the real inflection — and the big idea it points to.
Operationalize
Parts 6–8
The operating model: routing, onboarding agents, and owning your stack.
Differentiate
Parts 9–11
The moat — crown-jewel agents, who builds them, and the context layer.
The 11 articles · in reading order
Read it front to back, or drop into any part.
Where to Start with AI Governance
Governance isn't a brake — it's the enablement layer. Get access, tools, and cost policy right, and you can safely put AI in everyone's hands.
Change Management for AI
The #1 blocker to adoption isn't the technology — it's fear. Adoption is a change-management problem first.
Make Your Company AI-Legible
You don't rip and replace for AI. You make your data and processes legible to agents, then wrap them.
Six Months That Changed Everything
It wasn't bigger models. It was the moment AI got wrapped in agentic systems — and finally became useful.
Your Company Is About to Become a Harness
The org chart of the future isn't roles — it's harnesses: every repeatable process as an autonomous workflow.
Plan at the Frontier, Execute in the Trenches
Frontier models for planning and orchestration; cheaper open-weight models for execution. Build your routing table.
You're Not Prompting an AI — You're Onboarding an Employee
Deploying an agent is hiring: access, tools, a mission doc, context. This is the HR system for AI.
Don't Outsource Your Intelligence
Your proprietary knowledge is your company. Renting it back to yourself through a third-party API makes no sense.
Build Your Crown Jewels
General agents book your travel. Specialized super-agents, fed internal-only context, are the defensible moat.
The Forward-Deployed Engineer Is the New Consultant
AI doesn't deploy itself. The scarce, high-leverage role of this era sits inside the business and builds the harness.
The Context Layer: Own Your Intelligence, Access It Anywhere
The endgame: a layer that ingests and governs your IP, then makes it reachable securely from any endpoint. You own it, not rent it.