Interloom
Back-office operations platform where agents and domain experts triage and resolve cases; each resolved case feeds a context graph, and a 'MemoryRank' component reuses prior successful cases to route new work.
Active · Verified 2026-10-22 · fresh as of 2026-10-22 · 42 cited facts, 6 with a third-party source · 1 recorded change · Suggest a correction
At a glance
- Type
- Enterprise tacit-knowledge memory vendor fix
- Tier
- T1
- Section
- Dedicated memory layers
- Latest release
- not applicable — not OSS fix
- License
- not applicable — not OSS fix
- GitHub
- not applicable — no GitHub repo fix
- Pricing
- No seat fees (unlimited users); usage-based per agent interaction — prepaid volume packages or pay-as-you-go vendor fix
- Funding
- $16M total Seed · 2026-03 third-party fix
- Freshness
- 2026-10-22 fix
- Layer
- agent-infra repo fix
- Licensing
- commercial vendor fix
- Compliance
- none-published vendor fix
Memory taxonomy
- storage
- proprietary
- retrieval
- extraction-pull
- persistence
- long-term
- update
- extraction
- unit
- skill
- governance
- auditable
- conflict
- none
When to use
Optimised for: enterprise tacit-knowledge capture + governance
Anti-fit: not for consumer / individual use
Pros & cons
Pros
Memory-as-context-orchestration positioning — focuses on what to inject when, not just what to store.
Cons
Newer entrant with limited track record; orchestration framing may overlap with what LangGraph and similar tools already address.
Claims & capabilities
$16.5M seed (March 2026, DN Capital). Customers: Zurich Insurance, JLL, Fiege, Commerzbank, Volkswagen. Processing millions of enterprise cases.
Technical surface
- API surface
- searched not found
- Backend storage
- searched not found
- Deployment
- Managed multi-tenant SaaS (AWS); private single-tenant VPC (Azure); private VPC with bring-your-own-model
- Embedding model
- searched not found
- Multi-tenancy
- searched not found
- MCP
- not documented publicly
- A2A
- not documented publicly
- OpenTelemetry
- not documented publicly
Alternatives to Interloom → live options ranked by shared design, licence, hosting and MCP support
Similar systems
Other dedicated memory layers in the catalog, ranked by inbound references.
- Mem0 T1
Universal memory layer for AI agents. Three concurrent stores (vector + graph + KV); LLM-extracted facts; concurrent retrieval via ThreadPoolExecutor.
- Zep & Graphiti T1
Bi-temporal knowledge graph (event time + ingestion time). Strong on chronological reasoning and contradiction tracking. Graphiti is the open-source core.
- Cognee T1
"Extract–Cognify–Load" pipeline that turns raw input into a typed, queryable knowledge graph for agent recall.
- Hindsight (Vectorize) T1
Standalone memory service from Vectorize. Open source. Biomimetic four-network design (World, Bank, Observation, Opinion). Ships an MCP memory server.
- Letta / MemGPT T1
Originated as MemGPT (UC Berkeley), where the model pages its own memory between context, recall and archival tiers. The product now centres on Letta Code, a stateful agent harness whose agents rewrite their own memory, skills and prompts over time.
- Memori T2
Structured, persistent memory layer for AI agents. Open source.
Sources (41 cited facts, 6 third-party)
Each fact links to the page it came from; the badge says who published it (how to read sources).
- What it is Enterprise tacit-knowledge memory vendor
- What it does & what's distinct Back-office operations platform where agents and domain experts triage and resolve cases… vendor
- Claims / benefits $16.5M seed (March 2026, DN Capital). Customers: Zurich Insurance, JLL, Fiege, Commerzba… vendor
- Modalities text vendor
- Created 2026-03 third-party
- Mindshare 2 press ~15 (seed-stage jobs third-party
- Funding $16M total Seed · 2026-03 third-party
- Customers / scale 11-50 ppl Zurich Insurance, JLL, Fiege, Commerzbank, Volkswagen third-party
- Pricing No seat fees (unlimited users); usage-based per agent interaction — prepaid volume packa… vendor
- Compliance ISO 27001:2022, ISO 42001, TISAX certification roadmap in progress; runs on Azure (inher… vendor
- Data handling Data protected in transit and at rest; single-tenant isolation available; Azure infrastr… vendor
- Deployment Managed multi-tenant SaaS (AWS); private single-tenant VPC (Azure); private VPC with bri… vendor
- HQ Germany (Munich) vendor
- Founders / pedigree German startup; founder Fabian Jakobi (serial entrepreneur) third-party
- Memory volume / scale processing millions of enterprise cases (vendor claim) third-party
- Integration count 0 vendor
- Orchestration agnostic vendor
- Programmatic control enterprise SDK + workflow connectors vendor
- Pricing specifics enterprise pricing; no setup fees; fixed-price per interaction vendor
- Validated verticals enterprise tacit-knowledge management (DACH) vendor
- Time to running <1week (enterprise procurement) vendor
- Anti-fit not for consumer / individual use vendor
- Optimised for enterprise tacit-knowledge capture + governance vendor
- Adjacent infrastructure BYO LLM; managed enterprise store vendor
- Pros Memory-as-context-orchestration positioning — focuses on what to inject when, not just w… vendor
- Cons Newer entrant with limited track record; orchestration framing may overlap with what Lan… vendor
- Project & sources interloom.com Fortune vendor
- eval-langsmith-evals no vendor
- eval-braintrust no vendor
- eval-weights-and-biases-agent no vendor
- eval-helicone-evals no vendor
- eval-custom-test-harness no vendor
- eval-human-loop no vendor
- eval-production-traffic-replay no vendor
- cost-pricing-model subscription vendor
- cost-last-verified 2026-06-29 vendor
- architecture-deployment-locus cloud vendor
- licensing-bucket commercial vendor
- positioning-platform-vs-product both vendor
- taxonomy-three-layer-rollup agent-infra repo
- compliance-certifications none-published vendor
What changed
Changes to this record's lifecycle, licence, release, pricing and hosting facts, from the catalog's git history. Subscribe (Atom)
- 2026-10-22
- Pricing “Enterprise pricing; no setup fees; fixed-price per interaction (contact sales)” → “No seat fees (unlimited users); usage-based per agent interaction — prepaid volume packages or pay-as-you-go” source
- Deployment “Three modes: managed multi-tenant cloud; dedicated single-tenant; BYOM (bring your own model/endpoints)” → “Managed multi-tenant SaaS (AWS); private single-tenant VPC (Azure); private VPC with bring-your-own-model” source