Features

An agent-native platform, not a wrapper.

Everything you need to run AI as a function: ingestion, retrieval, reasoning, action, evals, and governance — in one platform with one source of truth.

Graph

Typed, queryable knowledge graph

Entities, relations, and events with stable IDs. Query with natural language, GraphQL, or SQL.

40+ connectors

Slack, Gmail, Drive, Notion, GitHub, Linear, Jira, Salesforce, HubSpot, Zendesk, and more.

Real-time sync

Streams and backfill, with per-source TTL and DLP policies.

Hybrid retrieval

Graph + vector + SQL. Permission-aware. Citations on every answer.

Agent runtime

Plan, act, verify. Tools, memory, and rollback as first-class primitives.

Workflows

Compose agents into versioned, auditable pipelines. Ship behind feature flags.

Evals

Golden sets, regressions, and red-team suites baked into every release.

Governance

SSO/SAML/SCIM, RBAC, audit log, customer-managed keys.

Deploy anywhere

SaaS, VPC, or on-prem. US, EU, and APAC residency.

Platform

Built for the long arc.

Stream the whole company

Per-source schemas, change-data-capture, dedupe, entity resolution, and lineage tracking. Replay any window. Rebuild without losing IDs.

  • Webhook + polling adapters
  • Backfill with rate-limits
  • Per-source PII redaction
entilla.connect("slack", {
  channels: ["#sales", "#deals-*"],
  redact: ["email","phone"],
  ttlDays: 365
})

Hybrid by default

Combine graph traversals with vector recall and typed filters. Re-rank with cross-encoders. Cache deterministically.

  • Citations on every chunk
  • Permission-aware results
  • Sub-second p95
entilla.ask("Why did Acme churn?")
  .scope({ accounts: ["Acme"] })
  .cite()
  .run()

Plan. Act. Verify.

Agents that compose tools, write to your systems, and roll back when checks fail. Long-running tasks with durable state.

agent("rfp_responder")
  .tools(["docs","crm","slack"])
  .verify("legal_review")
  .deploy()

Ship without surprises

Golden sets, model regressions, red-team prompts, and human review queues — versioned with your workflows.

eval("rfp_responder")
  .gold("./gold/rfp.jsonl")
  .gate({ pass: 0.92 })

Enterprise by default

SOC 2 Type II, ISO 27001, GDPR. SSO/SAML, SCIM, RBAC, audit trails, and customer-managed encryption keys.

policy("pii_redact")
  .sources(["email","slack"])
  .scope(["finance","legal"])
Compare

Where Entilla fits.

Legacy KMHorizontal AIEntilla
Source of truthStatic wikiNoneLiving graph
PermissionsFolder-basedBest-effortPer-entity, real-time
CitationsOptionalRequired
ActionRead-onlyChat onlyActs in your tools
EvalsTooling sold separatelyBuilt-in
DeploymentSaaSSaaSSaaS, VPC, on-prem

See it on your data.

We'll connect a sandbox to your stack in under an hour.