Platform · Redis, Qdrant, PostgreSQL Memory OS

Personal Context Agent

Memory OSQdrantRedisPostgres

Individualized AI memory — preferences, skills, enterprise graph.

An individualized AI memory vault — and home of the Omni-Context Video Synthesizer (Holo-Briefing). Tracks preferences, interactions, and enterprise knowledge; Elite+ can ingest video, Zoom, and PDFs into one interactive executive briefing.

Deploy ServiceDocumentation

PERSONAL CONTEXT AGENT.

Technical breakdown

  • Individualized Memory OS

    6-Layer OS

    Each user gets a hierarchical vault: working (Redis), semantic (Qdrant), relational (PostgreSQL) — no shared amnesia across tenants.

  • Vector Recall

    Qdrant

    Pull the exact past skill or document fragment in sub-millisecond search instead of stuffing the full history into the prompt.

  • Enterprise Knowledge Graph

    Graph

    Preferences, org structure, and prior tool outcomes stitch into a graph the Agent Swarm can traverse via MCP.

Live stream · pca
$ pca recall --layer semantic --user u_991 --limit 12
> Working memory (Redis) · session active 14m
> Vector hit: aws_billing_analysis_v3 · score 0.94
> Knowledge graph edge: tenant→cost_center→prod
> Context packed · 1.8k tokens (was 6.1k raw)
> Status: Ready for inference.

  • Vector recall

    < 1ms

  • Memory tiers

    3 layers

  • Context shrink

    ~70%

  • Primary metric

    Sub-millisecond vector recall · Interactive Holo-Briefings

Deploy Personal Context Agent into your matrix.

Apply for entry with Personal Context Agent pre-selected. Our operators provision your tenant after review.

Apply for Personal Context Agent

Continue the journey

Next: Continue the matrix → /platform/tech-support

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