The operator's guide to operational AI.
Written for boards, not engineers.
The long-form briefing on operational AI for the people who have to make the call without first becoming engineers. Not the marketing fluff. Not the implementation detail. The in-between that nobody publishes, written by the team that ships the agents.
Seven chapters. Each one a real question operators ask us before we start.
The guide is structured the way we run a board briefing. Short chapters. No filler. Save-as-PDF from the browser and hand it to the rest of the leadership team before the next session.
What operational AI actually is.
The difference between a chatbot, a copilot, and an operational agent. Why most of what the market calls AI is none of the three. The shape of the thing we actually deploy inside operating companies.
How to read a vendor pitch.
Six questions that cut through the demo. What to ask about evals, what to ignore about benchmarks, and the one sentence that tells you whether the vendor has shipped anything in production.
The two documents that ship with every agent.
The Agent Handbook (rules the agent follows) and the Operations Manual (rules your team follows to supervise it). Why agent projects without both stall in pilot and never reach the P&L.
The security model, in plain language.
The lethal trifecta. Prompt injection, including the zero-click variety. Where to put the human-in-the-loop gate. How to bound an agent's blast radius before it ever sees production traffic.
The governance map.
EU AI Act, NIST AI RMF, ISO 42001, and the SOC 2 reality your CISO already lives in. Which framework matters when, what to document, and what to safely ignore until you scale.
AI on the board.
The monthly board update we actually use. What to put on the slide, what to keep off it, and how to talk about agents to directors who have never opened a terminal.
The first 90 days.
Strategy, first agent in production, security and governance. The same 90-day shape we run inside every new engagement, written so an operator can execute the first 30 days without us.
Mid-market through Fortune 100. PE and boards especially.
The guide is not for engineers. It is for the operators and directors who have to make AI decisions on a quarterly cadence and need to be the most informed person in the room.
Mid-market operators
Operating teams scaling AI
You have a CIO or a head of operations who has to call the AI question this quarter. The guide is the briefing you read before the next leadership offsite.
Fortune 100 teams
Enterprise AI ownership
Your team is drowning in vendor pitches and internal pilot decks. The guide gives every stakeholder the same vocabulary so the next meeting moves forward instead of starting over.
PE operating partners
Mid-market PE and portcos
You sit across multiple portcos asking the same questions. The guide is the shared baseline you can hand to every CEO and CIO in the portfolio in one email.
Board members
Independent and audit directors
You are responsible for the AI question on the agenda and you do not want to be the director who blinked. The guide is the briefing that lets you challenge the deck without becoming a target.
Because the public material on operational AI is either fluff or firmware.
And the operators we work with sit in the gap between the two.
We do not publish on what we have not shipped. The guide is the briefing we hand to every new client at the start of an engagement so the first working session can be useful from minute one. It is the same content that lives in the board packs and the same vocabulary that runs through the agent handbooks we build for clients in production.
The work behind it: Fractional CAIO engagements across mid-market and Fortune 100 operators, PE portfolio reviews, operational agents in production on the Claude Agent SDK, governance audits mapped to the EU AI Act, NIST AI RMF, and ISO 42001. The questions in the guide are the questions every operator asks in the first call. The answers are what we actually do.
It is short, opinionated, and free. The same operators who read it tend to be the ones who hire us.
Tell us where to send it.
Name and work email. We send the guide and one short follow-up a few days later asking what landed and what did not. No drip campaign, no nurture sequence, no sales call unless you ask for one.