Luminance Institutional Memory alternatives

Jan 2026 platform relaunch. Persists negotiation history, prior decisions, accepted risk positions across all contracts; new terms align with what the org has already agreed. Branded as the antidote to "enterprise amnesia." Full Luminance Institutional Memory record →

  1. 1 Duolingo Max Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (relational) · same retrieval (injection) · same conflict handling (overwrite) · same memory unit (fact) · also offered managed

    OSS ? Self-host — Managed ✓ MCP ? Compare with Luminance Institutional Memory →

  2. 2 ELSA Speak Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (vector, relational) · same retrieval (similarity, injection) · same conflict handling (overwrite) · same memory unit (fact) · also offered managed

    OSS ? Self-host — Managed ✓ MCP ? Compare with Luminance Institutional Memory →

  3. 3 Skild Brain Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (vector) · same retrieval (similarity) · same conflict handling (overwrite) · same memory unit (episode) · also offered managed

    OSS ? Self-host — Managed ✓ MCP ? Compare with Luminance Institutional Memory →

  4. 4 Speak Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (relational) · same retrieval (injection) · same conflict handling (overwrite) · same memory unit (episode)

    OSS ? Self-host ✓ Managed — MCP ? Compare with Luminance Institutional Memory →

  5. 5 Agno (Phidata) Memory Framework-embedded memory

    same storage (vector, relational) · same retrieval (similarity, injection) · same conflict handling (overwrite) · same memory unit (episode, fact) · also offered managed

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 43k released 2026-10-21 Apache-2.0 Compare with Luminance Institutional Memory →

  6. 6 ASAPP GenerativeAgent Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (vector) · same retrieval (similarity, injection) · same memory unit (episode, fact) · also offered managed

    OSS ? Self-host — Managed ✓ MCP ? Compare with Luminance Institutional Memory →

  7. 7 Craft AI Personal AI / PKM / lifelogging memory

    same storage (relational) · same retrieval (similarity, injection) · same conflict handling (overwrite) · same memory unit (document) · also offered managed

    OSS ? Self-host — Managed ✓ MCP ✓ Compare with Luminance Institutional Memory →

  8. 8 DeepScribe Vertical / domain-specific AI memory

    also in Vertical / domain-specific AI memory · same storage (vector, relational) · same retrieval (similarity, injection) · same memory unit (episode, document) · also offered managed

    OSS ? Self-host — Managed ✓ MCP ? Compare with Luminance Institutional Memory →

Ranked by shared memory design (storage, retrieval, conflict handling, memory unit), same section and shared must-haves (open source, self-hosting, MCP), with adoption as a tie-breaker. ✓ confirmed · — no · ? not in the catalog yet. Want picks for your own requirements? Use the chooser. Checking a whole project? Check your stack.