Use cases
One memory primitive, every team.
The same observe → learn → recall loop, pointed at the job each team actually needs done.
Engineering & dev agents
Drop persistent memory into Claude Code, Cursor, or Codex via MCP in one command. A new teammate opens their editor and the agent already knows the project.
Sales & revenue
Give every rep and every AI SDR a memory of the account: past calls, objections, commitments — and a calibrated forecast of what closes next.
Marketing & growth
Remember every segment, campaign, and creative decision — and predict the offer and send-time each user is most likely to act on.
Support & success
Carry every customer's history, preferences, and prior decisions across conversations — and surface what they're likely to need next.
Research & analytics
Turn scattered findings into a durable, queryable knowledge graph with provenance on every claim — and calibrated estimates where the data is thin.
Operations & compliance
Audit-ready retention, GDPR export and erasure, and scoped memory for teams that operate under compliance requirements.