alpha · work in progress · open source
Enterprise

Accuracy you can see

ReasonDB Enterprise gives regulated industries on-prem deployment, compliance tooling, priority SLA, and 100% benchmark accuracy — not 55–70%.

  • 30-minute live demo with a Brainfish engineer
  • We use documents from your industry
  • See the full 4-phase reasoning trace
  • Get a benchmark report vs. standard RAG
100%
Pass rate
real insurance benchmark
90%
Context recall
avg across all queries
55–70%
Standard RAG
same benchmark
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Enterprise features

Built for production in regulated industries

Everything you need to pass security review, meet compliance requirements, and run reliably at scale.

On-prem & air-gapped

Single binary deployment on your own infrastructure. Full air-gapped support — no data ever leaves your network. Works with private VPCs, isolated cloud tenants, or bare metal.

SOC 2 ready

Full audit log of every query, ingestion event, and model call. Tamper-evident trace storage. Compliance exports compatible with SOC 2, HIPAA, and SEC audit requirements.

SSO / SAML

Plug into your existing identity provider — Okta, Azure AD, Google Workspace, or any SAML 2.0 / OIDC provider. Role-based access at the table and collection level.

Priority SLA

4-hour response SLA for P1 issues. Dedicated Slack channel with your Brainfish support engineer. Quarterly business reviews and a roadmap seat.

Multi-tenant isolation

Namespaced tables per tenant with cryptographic access controls. Run a single ReasonDB cluster serving multiple internal teams or external clients with strict data isolation.

Custom LLM endpoints

Bring your own model — Azure OpenAI, AWS Bedrock, private Ollama, or a fine-tuned local model. Swap providers per query or per table without re-ingesting your documents.

Industries

Designed for documents that matter

ReasonDB was built from day one for complex, structured documents in high-stakes environments.

Insurance

Policy interpretation, claims analysis, and benefit determination across policy documents, benefit schedules, and endorsements.

Financial services

Fund documents, prospectuses, 10-K filings, and disclosure statements — accurate answers with full citation trails.

Legal

Contract review, due-diligence Q&A, regulatory compliance across multi-part documents.

Healthcare

Clinical guidelines, formulary documents, prior auth criteria — deterministic, replayable answers.

Deployment

Deploy anywhere — on your terms

A single Rust binary with no external dependencies. Runs the same way everywhere.

Cloud (managed)

  • Hosted on AWS, GCP, or Azure in your region
  • Single-tenant deployment
  • Automated backups & point-in-time restore
  • Managed upgrades on your release cadence

Self-hostedPOPULAR

  • Single Rust binary — no Kubernetes required
  • Runs on EC2, GCE, bare metal, or laptop
  • Private VPC / VPN compatible
  • Helm chart available for K8s

Air-gapped

  • Zero external network calls
  • Local-only LLM via Ollama or vLLM
  • Offline model and embedding support
  • Fully certified for classified environments

Ready to talk?

Book a 30-minute demo with a Brainfish engineer — we use documents from your industry.

Book your demo →