Your AI assistant can already talk to your apps. Here's why that isn't enough.
Claude and ChatGPT speak to most of the software you already use. For poking around a single tool, that works, and you don't need us for it. The trouble starts when you ask the questions that actually run a business.
01
Ask twice, get two answers.
Plugged straight into your apps, the AI invents a definition of "revenue" fresh for every question, so the same question gets different answers on different days. One of them ends up in the board pack.
02
History runs out.
Each platform keeps as much history as it feels like keeping, usually a year or two. Anything older is gone, and year-on-year comparisons quietly stop being possible.
03
No one app holds the join.
The questions that matter always join two systems: ad spend against orders, hours against invoices. Every platform swears the sale was theirs, so the AI rebuilds the join from scratch in every chat, and a wrong join reads exactly like a right one.
04
Files and shared drives don't fix it.
An export is a snapshot of whatever day someone downloaded it. The model has no way of knowing that, so it reads March's spreadsheet as if it were this morning's.
05
Nobody tells it what broke.
Tracking was down for six weeks last summer, and that spike in March was bots. Your team knows this. The API doesn't, so the answer comes back clean and confident anyway.
Fed automatically by the tools you already use. Every number is defined once, so every screen and every chat answer reads the same figure. The history goes back as far as you've ever collected, because we store it rather than look it up. The quirks your team knows about are written down next to the numbers, and the AI reads those notes before it answers. Your documents are indexed alongside, so one question can search both.
Bring your own AI.
The foundation isn't locked to our tools, or anyone's. Point whatever your team already uses at it and it reads the same definitions and the same history our tools do. If we disappeared tomorrow, it all keeps running.