AI infrastructure built for financial-grade scrutiny
Structured extraction, cited retrieval over filings and policies, a regulated deployment ladder, and post-quantum transport for data whose confidentiality outlives today's cryptography.
Where Bee fits in a financial institution
Financial workloads are document- and structure-heavy: term sheets, filings, KYC packets, policy manuals, market commentary. Bee's platform matches that shape - retrieval with citations over your document base, JSON mode for schema-valid extraction, and tool calling to connect model output to your systems of record.
Fintech is an active first-class domain on Bee's platform. Regulated financial advice, by contrast, is a restricted (Tier-3) domain gated behind explicit acknowledgement - the platform is honest about the line between analytical tooling and regulated advice.
Capabilities that map to financial work
- →JSON mode on Comb, Buzz, and Hive: schema-valid extraction from unstructured filings and agreements.
- →Cited retrieval: answers grounded in your policy and document base, verifiable passage by passage.
- →1M-token long-context on Comb and Buzz: whole agreement sets or disclosure histories in one request.
- →Vision and video input on Comb, Buzz, and Hive: statements, scanned documents, and chart images in conversation.
- →Tool calling for controlled integration with pricing, risk, and reporting systems.
Deployment posture for regulated environments
Start on the shared cloud, then scope stricter requirements through an Enclave engagement from $15,000/mo. Tenancy, VPC placement, keys, audit, and regulated controls are fixed customer by customer in the Order Form and deployment manifest.
Customer-specific controls are fixed contractually. HEOSSI's company framework posture is ISO/IEC 27001:2022, ISO/IEC 42001:2023, and ISO/IEC 19790:2025. No accredited certification is implied.
Cryptography with a horizon
Financial data often must stay confidential for decades - exactly the profile harvest-now-decrypt-later attacks target. Bee integrates the NIST-finalized post-quantum standards (FIPS 203/204/205), with PQC transport default-on for Enclave Sovereign deployments and standard TLS 1.3 plus AES-256-GCM at rest elsewhere today.
Tenant-scoped controls, encrypted transport, and governed release gates protect production workloads across Bee's hosted and private deployment paths.
Frequently asked questions
- Can Bee give financial advice to our customers?
- Regulated financial advice is a restricted (Tier-3) domain on Bee, gated behind explicit acknowledgement and jurisdiction checks. Bee is analytical infrastructure; the regulatory burden of advice remains with the deploying institution.
- How does Bee handle data residency for financial data?
- Residency and regional processing requirements are customer-scoped and must be confirmed in the Order Form and deployment manifest. Broader air-gapped operation remains roadmap.
- Is model output auditable?
- Retrieval answers carry citations to source passages, model aliases resolve to dated immutable snapshots for reproducibility, and Enclave Regulated adds immutable audit logs.
- What extraction accuracy controls exist?
- JSON mode uses schema-guided decoding, so output conforms to your schema rather than approximating it - malformed JSON is rejected at generation time, not discovered downstream.
Related
Start on the free tier
Bee Cell is free - no card. Scale to paid tiers, the API, or sovereign deployment when you are ready.