Drift costs money.
Work built on stale or misleading context gets thrown out or redone. You pay full freight in time and tokens, even for the slop that you do catch.
Curated context for teams and their agents
Every agent on your team, aligned.
mem& curates everything your team knows into one collective understanding, so every agent does your team's best work, at full speed, with less waste.
The problem
AI is pulling your team apart.
Agents make everyone on your team faster, but each works from its own slice of context. Teams used to drift apart slowly enough to realign by hand, but AI‑powered teams drift as fast as they work.
Drift costs quality.
The work that you keep draws on only a fraction of what your team collectively knows. The best version of it never gets made.
Doubt costs velocity.
When people aren't confident their agents are aligned, they won't hand them whole jobs. Instead they build in human checkpoints; the more steps that require human approval, the more the work runs at human speed.
The solution
One Library for every team: a company, a lab, an engagement, a joint venture, a coalition, a group project, or any group of people and agents working together.
Drift stops when every agent shares one understanding. mem& builds that understanding from the tools your team already uses, reconciles it into a shared knowledge graph, and serves it to each agent as needed.
Works with the tools and agents your team already uses.
- Documents
- Google Drive
- Notion
- Confluence
- SharePoint
- OneDrive
- Dropbox
- Chat and email
- Slack
- Microsoft Teams
- Gmail
- Outlook
- Meetings
- Zoom
- Google Meet
- Teams
- Granola
- Otter
- Fireflies
- Gong
- Work and code
- Linear
- Jira
- Asana
- GitHub
- Customers
- HubSpot
- Salesforce
- Calendar
- Google Calendar
- Outlook Calendar
- Agents
- Claude
- ChatGPT
- Cursor
- GitHub Copilot
- Gemini
Why mem&
Easy to start, safe to scale.
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Instant relief.
Upload a few documents, then connect your agent to align it.
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You hardly lift a finger.
When you're ready to automate the flow of information into your Library, connect it to your team's tools with just a few clicks. There's nothing to engineer.
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It just works.
mem& does not require active administration or a lengthy onboarding. It automatically organizes your knowledge within a framework that you can change, and classifies the sensitivity of content, limiting who can see it.
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No lock-in.
Your knowledge is your asset. You own your Library and can take it with you. Works alongside every other layer of your AI stack.
Why mem&
The foundation of any AI‑powered team.
Your Library gives every agent your team's current understanding, traceable to its sources, and proactively investigates the gaps.
- All work builds collective knowledge.What your team learns becomes a unique, durable asset that grows with every contribution.
- You see how the work connects.Your Library reconciles inputs from across your team to assemble a coherent model of the work, firmly grounding decisions.
- Your knowledge compounds.Your Library actively grows its own useful knowledge. It independently analyzes patterns to generate novel insights, closes gaps, and resolves misalignments.
- You adapt faster.Your Library makes strategy easy to share and easy to follow, so changing it gets easier too.
Join the waitlist
Get your agents on the same page.
We'll write when mem& is ready for your team.