Let’s talk about the enterprise AI deal that looks like it costs thirty dollars a seat.
Thirty bucks a user, a month. That’s the headline. Microsoft 365 Copilot. Amazon Q Business will sell you a seat for three.
And the number does its job, because it reads as a bargain. Your phone bill costs more. You barely flinch before you sign the annual commitment and hand over a card.
But here is the pattern, and once you see it you can’t unsee it: the seat price is not the product. The seat price is the hook.
The product is the grounding.
Let me show you what that actually means, because it’s not a metaphor. When you deploy these things, you don’t just get a chatbot. You get connectors. Microsoft sells you connectors that reach into your external data sources. Amazon Q Business ships with over forty of them, pre-built — and the docs are plain about what they do. They crawl your data. They index it. They carry your access-control lists so the assistant can answer from inside the company, not from the public internet.
Read that again slowly. The assistant answers from inside your company. Your policies, your product specs, your codebase, your contracts, your HR handbook, your pricing — all of it, ingested, indexed, and served back to your own employees with citations.
That’s the product. Not the model. The model is a commodity; every vendor has a GPT-5.X or the equivalent. The thing they’re actually selling you is the fact that your business, your actual institutional memory, now lives inside their index and answers on their schedule.
And watch what happens to the value curve, because this is the part the sales deck never draws. The assistant gets more useful the more of your data it holds. Connect one system, it’s a party trick. Connect forty, it’s indispensable. Every connector you add raises its value and — this is the quiet part — raises the cost of leaving.
The more it knows about you, the less you can walk away. That is not a bug in the design. That is the design.
Think about the old way, the way it used to work with software. You bought a tool, it sat on your servers, you owned the data it touched, and if you wanted to leave you exported a file and left. Clunky, sure. But the knowledge was yours.
Now picture the assistant that has read everything. Picture the day you want to switch. The new tool doesn’t know your contracts from a stranger’s. It has no memory of your codebase. It hasn’t crawled your systems, it has no idea how your company actually works.
So the real exit cost isn’t the subscription you cancel. It’s that the next assistant starts from zero. It’s that your institutional knowledge — the thing that took years to build — is sitting behind a wall, indexed in a format only one vendor can serve, and there is no export button that reconstructs the value.
That is the moat. Not the tech. The grounding.
And here’s what people are missing, the operator reality buried under the price war. These vendors aren’t competing on the model — that race is already over. They’re competing on who gets to hold the connected index of your company. Microsoft runs the analytics to measure adoption and usage, and it logs your Work IQ and your personalization. Amazon Q carries your ACLs and your identity into its index. The telemetry, the access, the memory — all of it lands on their side of the wall.
You get the convenience. They get the living copy of your business. That’s the trade nobody reads in the terms.
So the operator lesson, and this is the one I’d pin above every procurement decision: count the grounding, not the seat.
When you evaluate an AI tool, the question is never what it costs per user. The question is what it will know about you, and whether that knowledge is portable. Can you export the index? Can you export the access lists, the memory, the connectors — or does the value die the moment you unplug?
Most tools today, the honest answer is: the value dies. The grounding is not a feature you own. It is a service you rent, and the rent compounds.
That’s the trap dressed as a bargain. Thirty dollars a seat, three dollars a seat — the sticker is the smallest number in the deal. The biggest number is the thing you won’t see on any invoice: the cost of having handed the one asset you can’t rebuild — your accumulated knowledge — to someone who makes it impossible to take back.
Here’s the principle that has to survive. You should be able to use a machine that knows your business well — and still walk away with your business intact when you choose to.
Help that holds your keys isn’t help. It’s a lease with a compounding fee, and the fine print is written in connectors.
So before you sign the annual commitment for the assistant that will know everything, ask the only question that matters: not how much it costs to let it in — but how much it will cost to get your company back out.
Because the seat is cheap. The grounding is the real bill. And it comes due the day you want to leave.