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Use cases · [00 / 04]

Memory that fits how you actually build.

Whether you run a whole team of agents or one assistant, ULTRAMEMORY gives them a memory they share — fast, accurate, and yours.

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Four routes[04 paths]

The four routes[1 / 4]

Pick the situation that sounds like you.

We start with teams of agents, because that's the hard one most tools skip.

  • Teams of agentsOur specialty[01/04]

    Teams of agents working together

    Your orchestrator and its subagents stop re-explaining themselves. One shared memory, private where it should be.

    See this use case →
    Private → shared promotion
    Private to one agent
    Researcher

    Repo uses pnpm workspaces

    CoderDENIED · IDENTITY

    Staging key (do not share)

    Shared team memory
    SHARED

    Ship target is Postgres 16

    SHARED

    Auth lives in the edge worker

    Conflicts resolved by who asserted it and when.

  • Coding assistants[02/04]

    Coding assistants

    Claude Code, Cursor, Codex and Cline remember your project, your decisions, your conventions — across every session and every teammate.

    Your project, remembered

    Sources · raw[2]

    Memories · facts[3]

    • activeEdge worker is the deploy target
    • activeDB migrations live in /migrations
    • activeHooks are prefixed use*
    See this use case →
  • Chatbots & assistants[03/04]

    Chatbots & assistants

    Remember every customer so replies feel personal — without ever making things up.

    Per-customer, with provenance
    • user
    • agent
    • tool / web
    • Prefers email over SMS×3
    • On the Team plan since March×2
    • Owns two seats×1
    See this use case →
  • Personal AI & knowledge[04/04]

    Personal AI & knowledge

    One memory across all your tools. The simple version of the same product.

    One memory, all your tools
    shared bucketYouYour assistantYour tools
    • parent
    • subagent
    • peer
    • tool
    See this use case →
One product[3 / 4]

It's the same governed memory underneath.

Grow from one assistant to a fleet without re-platforming — the same API, the same memory.

  • Same API

    One assistant or a whole fleet — the same remember and recall calls.

  • Same memory

    The same governed memory underneath, private where it should be.

  • Scales with you

    Grow from one assistant to a team of agents without re-platforming.

Proof[4 / 4]

Fast recall, on the tools you already use.

RETRIEVAL p95sub-200ms

A speed SLO we hold to — a target, not a guaranteed number.

  • RETRIEVAL p95sub-200ms
    the speed SLO we hold to
  • RECALL ACCURACYhigh
    our LongMemEval-style eval

Quality figures are our own LongMemEval-style eval until independent benchmarks land.

Works with

  • Claude Code
  • Cursor
  • Codex
  • MCP
  • Cline
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