Across your business · AI Assistant

Your AI assistant. Your company’s knowledge.

Connect your AI assistant to company memory through MCP. Control what it can access, and keep approved learnings for the next run.

How the connection works

Choose its knowledge.

Create a memory from approved sources and expert guidance. Remove or anonymize sensitive details.

Connect through MCP.

Connect Claude, ChatGPT or another MCP-compatible tool to the memory you choose.

Keep what it learns.

Save useful decisions and corrections to memory, so future runs can build on what your team has learned.

Fictional example

The next conversation starts ahead.

Cofleet spots a mismatch
A new renewal checklist is saved
- Review policy
  Repeat the review when the purpose or data changes.
  Saved by Emma
- New renewal checklist
  Start a new review for every renewal.
  Saved by Emma
Asks Emma privately
Emma, does every renewal need a new review, or only those where the purpose or data changes?
Emma clarifies
Person · Legal lead
Reuse the existing review if the purpose and data are unchanged. Otherwise, request a new review.
Emma chooses to save this answer.
Assistant prepares the next renewal
Connected AI assistant
Confirm whether the purpose or data has changed. If both are unchanged, reference the existing review.
Source: Renewal review guidance · Emma

With automatic checks on, Cofleet can question new guidance saved in shared memory.

Your knowledge. Your connections.

Choose the memory each assistant works with.

Shared in Cofleet: Approved policy guidance and Emma’s saved clarification, reusable across runs.
Sensitive records: Customer names and case details are excluded from this memory.
Agent access: The assistant connects through this memory’s MCP, with access to its approved content.
Human decisions: Emma approves the clarification. The team reviews the assistant’s work.

Explore another workflow.

Give your AI company memory.

Make the tools your team already uses more useful.

About Cofleet

Company knowledge, ready for your agents. You decide what they can access. Built in Stockholm, Sweden.

Operated by Cofleet AB, organisationsnummer 559594-0965, Stockholm, Sweden.

Turn your AI into an expert.

Request a demo.

Shared memory for your organization

Cofleet captures knowledge from company sources and experts, turning decisions and corrections into reusable guidance for existing AI tools. Sources stay linked. You choose what enters Cofleet and what goes into each shared memory, with the option to scrub or anonymize sensitive details.

The team

Markus, Co-Founder and CEO. LinkedIn
Gabriel, Co-Founder and CTO. LinkedIn
Viktor, Co-Founder and VP of Engineering. LinkedIn

Contact markus@cofleet.dev.