Use cases

The application is the variable

The memory is not. Everything below is the same engine in a different mixture of the same five jobs — which is the whole reason it is infrastructure and not a feature.

Persistent memory

Preferences and corrections survive the session and the handoff.

Assistant agents Agents that pick up where they left off Commerce agents Agents that remember what the customer actually responds to AdTech A person is not a thirty-day window Games & multiplayer Characters that remember the player between sessions Data residency The memory is the thing residency law is about

Valid time

Every memory carries when it was true and when you learned it.

Employee support Agents that answer from the policy in force today Contract & legal ops Agents that can answer as of the date of the dispute Financial ops Agents that reconcile against the number that was true then Capital markets Agents that can show what was known at the time Healthcare Agents that know what was true at the encounter

Episodic memory

Action, reasoning and outcome stay attached to each other.

Customer support Support agents that remember the last time Clinical operations Agents that don’t resubmit the form that was denied IT service management Agents that remember what the last fix actually did Financial services Every agent action, with the reasoning still attached

Shared memory

What one agent learns, the next one already knows.

Sales agents One account memory, however many agents touch it Customer success Handoffs that carry the account, not a summary of it Government & defence Shared across the mission, not across the boundary

Decision context

Selection weighs state, validity and relationships — not similarity alone.

Research agents Fewer things in the window, and better ones Coding agents Agents that retrieve the relevant file, not the similar one Voice AI One round trip, and it has to be the right one Observability Forty thousand series, and three that matter

Don’t see yours? It is probably one of the five.

The applications differ. The jobs underneath them do not. Tell us what you are building and which one it leans on.

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