When one of your agents learns something useful, where does it go?

For most fleets the honest answer is nowhere. Or worse: everywhere.

Mem0 · Field Notes2 minutes

Three questions about your fleet, right now:

If any answer is "not sure," keep going. This takes ninety seconds.

Mem0

Every learned fact needs an address.

User"This customer prefers pickup." Stays with the user. Never crosses to another.
Agent"Retry the API twice, then escalate." The agent's own craft. Survives the run.
Team"Hub 14 requires supervisor sign-off." Shared inside the team. Invisible outside it.
Org"New refund policy, effective July." True for everyone. Overrides stale team copies.

Today it all lands in one bucket, or dies with the run.

Mem0

And memory isn't agents-only.

Your people review and correct what agents learn. Your agents inherit what your people already know. Same memory, same scopes, both directions.

An agent's discovery becomes a team's playbook. A human's correction reaches every agent it applies to. Once.

Mem0

Learned facts with an address, an author, a gate, and an undo.

fact "Hub-14 returns need supervisor sign-off over $2k" scope team/mx-operations learned agent:ops-hub14 · run 7f3a2c · evidence: conv 88412 gate propose → approved by ana.r undo one click, downstream promotions included

Memory your reviewer can diff. Not a brain you have to trust.

Mem0

This page comes from research, not a roadmap deck.

Fifteen structured conversations with enterprise AI teams this summer. Nine raised exactly this, unprompted, before we did. We wrote down what they said.

Mem0

Thirty minutes. We bring the notes.

The anonymized field notes, the failure patterns, and the scoping checklist you can run without us. No demo unless you ask. If your problem isn't real, you keep the research and we part friends.

Take the 30 minutes

Not ready? Reply "notes" to kunal.bisla@mem0.ai and we'll send the brief. No call.

Mem0 is SOC 2 Type II audited. Ask for the report up front. Quotes in our research are anonymized. mem0.ai

Mem0 · Field Notesmem0.ai