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The hard part of AI isn’t the AI. It’s what your business knows.

We partner with you to stand up an AI practice of your own. We stay alongside until it stands on its own.

People

Two from inside the business, with real hours in the week.

Decisions

What AI is for, what comes first, and what it must never do.

Context

One living map of how the company works and what it knows.

Stack

The tooling that orchestrates and governs, tuned to your business.

The pressure to use AI is real.

That pressure gets answered with tools. And whoever volunteered their evenings ends up keeping them running. Which is why an eight-thousand-person company can be in exactly the same place as an eighty-person one.

95% of enterprise generative-AI pilots show no measurable business impact. Not because the AI was bad.MIT NANDA · The GenAI Divide · 2025

You see AI as part of how the business runs, but you haven’t organized around it yet.

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In the companies where AI delivers, it’s a practice.

An outside team could make these calls faster — but the reasoning leaves when they do.

01

It starts with 2 people from inside your business, who know how it runs.

They are your AI practice. They own a lot of ground: strategy at one end, the tooling at the other, and the methods and standards that connect them.

02

Then, a company brain.

One living, permissioned map of how your company works, drawn from the tools you already use; every AI you touch then reads your business the way your best people do.

What you know Every AI you use Slack Docs Email Meetings the brain Claude ChatGPT your agents What you know Slack Docs Email Meetings the brain Every AI you use Claude ChatGPT your agents

Each AI pulls only the context it needs — not everything you’ve got — so it spends fewer tokens, not more. Lower cost, faster answers, and a lot less almost-right work to redo.

03

AI on the ground, early.

With the brain in place, the practice picks its first work: what costs most now, or the AI already running that nobody is watching. Your team does that work with us, so the practice learns by doing, and not by reading our deck.

04

We stay in the picture until you’ve graduated.

The finish line is agreed at the start: we step back when your practice runs on its own. After that we are an outside team on call, holding the standards as the work changes and keeping track of tooling that moves faster than anyone inside has time to follow.

Graduation Our involvement Your team Set up On the ground In the picture On your own Graduation Our involvement Your team Set up On your own

Two costs, plainly: our work for as long as your practice needs us, and the tooling you license and own directly; everything we set up stays yours, with no lock-in to us.

Say no to AI FOMO.

Thirty minutes — where you’re starting from, what’s in the way, and whether we’re a fit at all. No pitch theater. If we’re not right for you, we’ll say so.

— Working Knowledge Partners