Architektura Agentic AI
Architecture

Memory tiered by scope and lifetime

Short-lived task memory, long-lived session memory, and shared organizational memory live in different stores with different policies — and the agent retrieves the right slice automatically.

Tiered memory with targeted retrievalTaskSessionOrg

Dumping everything into the prompt doesn't scale. Real memory means different stores for different time horizons, and a retrieval layer that assembles the right context for each step — without making it the agent's problem.

The three tiers

  1. 01

    Task memory

    What's happened in the current run. Ephemeral, cheap, scoped to the request.

  2. 02

    Session memory

    Conversation-level state that persists across turns with a user. Bounded, consent-gated, expiring.

  3. 03

    Organizational memory

    Shared knowledge the whole platform can draw on — governed, citable, and updated via deliberate pipelines.

Capabilities

Scoped retrieval

The agent gets the slice it needs, not the entire corpus stuffed into a prompt.

Consent and retention

Session memory is governed by explicit retention windows and user consent — not 'keep it all'.

Provenance

Every recalled fact carries its source and timestamp. Claims are citable.

Contradiction handling

When memory contradicts live data, the agent is instructed to prefer the live source and flag the drift.

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