You reach the brain through MCP. Cloud tools like Copilot can query what their path is cleared for — not the full map. The graph is yours. The model is a slot you can swap — never the other way around.
Each AI tool re-derives the company from zero on every query. Each purchase adds a new integration and triggers a new security review. And the platform vendors are building a knowledge graph — for themselves, not for you. You end up renting fragmented intelligence about your own company, one silo at a time.
Mnemma learns your company once, into a graph you own. In V1, Mnemma connects to your current toolset through MCP. Copilot or Claude can sit on it as a client — on a path that only sees what that tool is cleared for. No rip-and-replace. Classification lives on the data, so every tool that connects inherits governance mechanically.
The named pack is finite: Gmail, Drive, Calendar, GitHub. Beyond that is a change order, not a library. Receipt On the recordThe starter pack is Gmail, Drive, Calendar, and GitHub WhereThe brain runs in your environment, under your access rules. Never our cloud.
Yes — Microsoft is tracing the clickstream, and Copilot will get better at surfacing what you've touched. But they are not building the graph for you. Their asset is their graph; yours would be rented access to it, on their terms, in their cloud.
Mnemma's asset is your graph, in your environment, that a cloud tool — Copilot included — can query on a cleared path. It's the difference between renting the commodity and owning the oil well. Copilot becomes one more client of a brain you keep — not a window onto classified data it isn't cleared for.
You get one integration instead of one per tool. Here's what your colleagues get from the same install.
The questionnaire asks nothing that your security team has to approve. The metadata recount — read-only, in your environment — happens after you sign, before any backfill.