Iris.ai alternatives

Enterprise R&D document-intelligence platform, now sold as three products (Axion data prep, Neuralith enterprise knowledge engine, RSpace R&D intelligence) under an 'AI harness' that controls what models read and traces each answer step. Full Iris.ai record →

  1. 1 Scite.ai Vertical / domain-specific AI memory ⚠ acquired — acquired by Research Solutions

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

    OSS ? Self-host — Managed ✓ MCP ✓ Compare with Iris.ai →

  2. 2 π0.5 (Physical Intelligence) Vertical / domain-specific AI memory

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

    OSS ✓ Self-host ✓ Managed ✓ MCP ? ★ 13k Apache-2.0 (openpi repo; repo also ships a… Compare with Iris.ai →

  3. 3 Abridge Vertical / domain-specific AI memory

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

    OSS ? Self-host — Managed ✓ MCP ? Compare with Iris.ai →

  4. 4 DeepScribe Vertical / domain-specific AI memory

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

    OSS ? Self-host — Managed ✓ MCP ? Compare with Iris.ai →

  5. 5 Filevine LOIS Vertical / domain-specific AI memory

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

    OSS ? Self-host — Managed ✓ MCP ? Compare with Iris.ai →

  6. 6 FutureHouse Vertical / domain-specific AI memory

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

    OSS ? Self-host — Managed ✓ MCP ? Compare with Iris.ai →

  7. 7 Harvey Memory Vertical / domain-specific AI memory

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

    OSS ? Self-host ✓ Managed ✓ MCP ✓ Compare with Iris.ai →

  8. 8 Luminance Institutional Memory Vertical / domain-specific AI memory

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

    OSS ? Self-host — Managed ✓ MCP ? Compare with Iris.ai →

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.