Why company memory belongs under your AI tools
Every AI tool your team uses starts from zero. Here is why a shared, reviewed memory layer under ChatGPT, Claude and Cursor beats per-tool memory.
Your people already use ChatGPT, Claude and Cursor, often without a policy. Each of those tools keeps its own memory, per person and per account. That is fine for one person. For a company it means every AI tool starts from zero, and when someone leaves, their context leaves too.
The problem with memory per tool
- Decisions don’t travel. What Finance agreed in a Claude chat is unknown to the ChatGPT account Support uses.
- Vendor risk. When an account is locked or a tool is banned, the knowledge goes with it.
- No review. Personal memory is never checked, so two tools can confidently give two different answers.
One memory, underneath
Wemember is a company memory layer. AI tools connect to it through the Model Context Protocol and read from the same shared memory:
- Remember. An AI tool proposes a memory from a conversation or a document. Nothing is saved yet.
- Review. The owner says yes, edits or rejects. Conflicts show side by side.
- Recall. Claude, ChatGPT or Cursor answer from it, with the source and the version.
Because the memory lives underneath, you can switch AI and keep the memory.
What the AI lead keeps control of
Access follows teams, so an AI tool never sees more than the person who connected it. Every action in an app waits for a person, and every proposal, decision and change is in the audit log. Storage is in the EU.
Read more on the product page or see how we handle your data.
Frequently asked
Does Wemember replace ChatGPT, Claude or Cursor?
No. Wemember sits underneath the AI tools your team already uses and connects to them through MCP.
Who decides what becomes company knowledge?
Your people. AI tools propose memories; nothing applies company-wide without a yes from a person.