# Bee — The Progressive Quantum-Native Intelligence Engine (full corpus)

> Bee is a tiered LLM platform from HEOSSI (Pte.) Ltd., a Singapore-incorporated
> company (UEN 202532790K). Seven customer-selectable tiers form the Intelligence
> Ladder (Cell → Brood → Comb → Buzz → Hive → Swarm → Enclave). One
> OpenAI-compatible API, a free Cell tier, built-in RAG, a hosted MCP server,
> opt-in quantum-reasoning jobs on IBM Heron r2 hardware, and NIST-finalized
> post-quantum cryptography (FIPS 203/204/205) on Enclave Sovereign transport.
> The short index lives at https://bee.heossi.com/llms.txt; this document is the expanded
> companion corpus.

## What is live (verifiable)

- **OpenAI-compatible API** — drop-in `/chat/completions`; switch the base URL and key.
- **Free Cell tier** — hosted access, no card, 128K-token context window.
- **Context windows** — 128K on Cell, 256K native on paid tiers, 1M tokens on
  Swarm, and a dedicated 1M long-context mode on Comb and Buzz.
- **Tool / function calling and JSON mode** — served on Comb, Buzz, and Hive.
- **Vision (image input)** — Cell, Comb, Buzz, Hive natively; Swarm via its routed fabric.
- **Video input** — Comb, Buzz, and Hive.
- **RAG (retrieval)** — document upload → chunk → embed → index → cite-back, per-tenant isolation.
- **MCP server** — `bee-mcp` (ships with the Python SDK), hosted gateway,
  listed on the official MCP Registry as io.github.heossi-hq/bee.
- **Quantum-reasoning jobs** — Quantum Hardware Pack holders submit real,
  metered QPU jobs to IBM Heron r2 backends via `POST /bee/quantum/run`.
  Chat/API completions are never routed through quantum hardware.
- **Post-quantum cryptography** — FIPS 203 (ML-KEM), 204 (ML-DSA), 205
  (SLH-DSA) on Bee Enclave Sovereign customer transport; the signed PQ
  coverage register is published at https://bee.heossi.com/trust.

## Capability matrix (from the live-verified capability SSOT, verified 2026-07-11)

Per-tier status across the six serving tiers (cell · brood · comb · buzz · hive · swarm):

- Text chat & completions: cell live · brood live · comb live · buzz live · hive live · swarm live
- Vision (image input): cell live · brood — · comb live · buzz live · hive live · swarm live
- Video input: cell — · brood — · comb live · buzz live · hive live · swarm —
- 1M-token long context: cell — · brood — · comb live · buzz live · hive — · swarm live
- Tool / function calling: cell — · brood — · comb live · buzz live · hive live · swarm —
- JSON mode (structured output): cell — · brood — · comb live · buzz live · hive live · swarm —
- Audio transcription (speech-to-text): cell live · brood live · comb live · buzz live · hive live · swarm live
- Speech output (text-to-speech): cell live · brood live · comb live · buzz live · hive live · swarm live
- Image generation: live
- Video generation: not yet active

Statuses: "live" = serving in production today (directly or via an external
provider); "not yet active" = built but not yet enabled; "—" = not offered on
that tier.

## Pricing summary

Source of truth: the billing catalog. Every figure below is derived at request
time — never hardcoded here. Annual is monthly × 12 (no annual discount).

- Bee Cell — Free. Free hosted tier to start. 500K included tokens.
- Bee Brood — $19/mo. 5M tokens. Cell + limited Comb routing.
- Bee Comb — $79/mo. 3 seats. 10M tokens. Full Comb access (Bee Comb production base; cybersec adapter trained on Vertex L4, not yet merged into routing).
- Bee Buzz — $149/mo. 6 seats. 25M tokens. Shared RAG.
- Bee Hive — $299/mo. 10 seats. 50M tokens. Bee Hive multi-base ensemble — first cybersec adapter in training on Vertex A100 SPOT (roadmap, ~10h ETA).
- Bee Swarm — $1,499/mo. 25 seats. 250M tokens. Bee Swarm routed fabric (frontier-class) — cybersec adapter in training on Vertex A100 80GB (roadmap, ~14h ETA).
- API Free — $0. 500K tokens / month. Hard-limited.
- API Build — Pay as you go. $0.50/1M input · $1.50/1M output.
- API Scale — $500/mo base + metered usage. Dedicated CSM.
- API Enterprise — Custom rate card.
- Bee Regulated Cloud — from $3,500/mo. Multi-tenant regulated deployment.
- Bee Enclave Private Cloud — from $7,500/mo. Single-tenant VPC.
- Bee Enclave Regulated — from $15,000/mo. Customer-managed keys.
- Bee Enclave Sovereign — from $50,000/mo. Air-gapped, ITAR/IL5/FedRAMP-aligned. Base disclosure under customer deployment manifest + NDA.

## Pages

### [Homepage](https://bee.heossi.com/) (updated 2026-07-11)

Bee — The Progressive Quantum-Native Intelligence Engine. A tiered LLM platform by HEOSSI with an OpenAI-compatible API, a free Cell tier, and seven customer-selectable tiers from public access to sovereign deployment.

### [Models](https://bee.heossi.com/models) (updated 2026-07-11)

The Bee model lineup: six production tiers plus Enclave private deployment. Context windows from 128K (Cell) and 256K (paid tiers) to 1M tokens (Swarm natively; Comb and Buzz via a dedicated 1M long-context mode). Vision, video input, tool calling, and JSON mode on the tiers that serve them; per-token rates published per model.

### [Platform](https://bee.heossi.com/platform) (updated 2026-07-11)

The Bee AI platform: workspace, OpenAI-compatible API, built-in RAG, hosted MCP server, editor integrations (VS Code extension plus any OpenAI-compatible editor), governed eval-gated releases, and deployment control up to sovereign environments.

### [Quantum](https://bee.heossi.com/quantum) (updated 2026-07-11)

Bee's quantum-reasoning integration with IBM Heron r2 quantum processors (156 qubits) via qiskit-ibm-runtime. Chat requests never route through quantum; Quantum Hardware Pack holders run real, metered QPU jobs on demand, and a local statevector simulator (~28 qubits) is free for development.

### [Pricing](https://bee.heossi.com/pricing) (updated 2026-07-11)

Three tracks: Individual & Teams workspace plans (free Cell tier upward), an OpenAI-compatible API with per-token pay-as-you-go pricing and no volume discounts, and Enclave enterprise deployment (private cloud, regulated, sovereign).

### [Security](https://bee.heossi.com/security) (updated 2026-07-11)

Post-quantum cryptography with NIST-finalized standards — FIPS 203 (ML-KEM), FIPS 204 (ML-DSA), FIPS 205 (SLH-DSA) — live on Bee Enclave Sovereign transport today; public tiers use standard TLS 1.3. Customer-managed keys (Hive+), audit evidence, and vulnerability disclosure per RFC 9116.

### [Download](https://bee.heossi.com/download) (updated 2026-07-11)

Bee on every surface: browser workspace, native Android app, macOS (Apple Silicon) desktop preview, VS Code extension, and the hosted Bee MCP server for Claude Desktop, Cursor, Windsurf, Zed, and other MCP clients.

### [API docs](https://bee.heossi.com/docs) (updated 2026-07-11)

Quickstart for the OpenAI-compatible Chat Completions API: authentication, chat completions, models, RAG (retrieval), quantum jobs, streaming, errors, and rate limits.

### [MCP server docs](https://bee.heossi.com/docs/mcp) (updated 2026-07-11)

The Bee MCP server (bee-mcp, ships with the Python SDK) connects Bee to Claude Desktop, Claude Code, Cursor, VS Code, Zed, Windsurf, and OpenCode. Eight tools — chat, code, security, research, documents (RAG), memory — over a hosted gateway; free-tier keys work. Listed on the official MCP Registry as io.github.heossi-hq/bee.

### [SDK docs](https://bee.heossi.com/docs/sdks) (updated 2026-07-11)

Official TypeScript (@heossi/bee on npm) and Python (bee-sdk on PyPI) clients for the OpenAI-compatible API, plus the OpenAPI 3.1 contract, Postman collection, and a plain curl quickstart.

### [Changelog](https://bee.heossi.com/changelog) (updated 2026-07-11)

Public release notes: model releases, platform features, and security bulletins.

### [Roadmap](https://bee.heossi.com/roadmap) (updated 2026-07-11)

What's shipped, in flight, and next — stages with explicit exit criteria measured against the Bee Security Eval Harness.

### [Status](https://bee.heossi.com/status) (updated 2026-07-11)

Live platform health: backend liveness and round-trip latency polled every 15 seconds.

### [About](https://bee.heossi.com/about) (updated 2026-07-11)

Bee is built by HEOSSI (Pte.) Ltd., a Singapore-incorporated company (UEN 202532790K).

### [Contact](https://bee.heossi.com/contact) (updated 2026-07-11)

One form routed to specialist inboxes — sales, support, security, billing, privacy, legal, abuse, DMCA, partnerships, press, careers — each with a published response-time SLA.

### [Trust & Evidence](https://bee.heossi.com/trust) (updated 2026-07-11)

Every marketing claim with its citation, plus a post-quantum coverage register signed with ML-DSA (FIPS 204) and continuously verified probes.

### [Register verification keys](https://bee.heossi.com/trust/keys) (updated 2026-07-11)

The public ML-DSA keys that sign the post-quantum coverage register, with fingerprints pinned across independent surfaces so anyone can verify register signatures.

### [Legal](https://bee.heossi.com/legal) (updated 2026-07-11)

Terms of Service, Privacy Policy (GDPR / Singapore PDPA / CCPA), Data Processing Addendum, Acceptable Use, Security Practices, Cookie Policy, and program terms.

### [Partner Program](https://bee.heossi.com/partners) (updated 2026-07-11)

Partnership lanes for integrators, resellers, MSPs, consultancies, cloud platforms, and product teams shipping on Bee.

### [VC Partner Program](https://bee.heossi.com/vc-partners) (updated 2026-07-11)

Partnerships with venture capital firms so portfolio founders can build on Bee.

### [Bee for Startups](https://bee.heossi.com/startups) (updated 2026-07-11)

Up to $25,000 in Bee credits, architecture review, and direct technical support for accepted AI-native startups.

## Editor integrations

- VS Code — Bee extension on the Marketplace (Heossi.bee-intelligence).
- Cursor — set OpenAI base URL to https://api.bee.heossi.com/bee/v1.
- Windsurf — custom provider, paste base URL + API key.
- Continue.dev — add Bee as provider in ~/.continue/config.json.
- Zed — OpenAI-compatible LLM provider.
- JetBrains AI Assistant — connect via OpenAI-compatible custom endpoint.
- Aider — `aider --openai-api-base ... --openai-api-key ...`.
- Any MCP client — `uvx --from bee-sdk@latest bee-mcp` with a `bee_sk_` key.

## Evaluation guidance

Compare Bee against another provider using current, primary-source
documentation for that provider. Bee publishes its own verifiable deployment
posture, public API contract, pricing, model catalog, and release evidence at
the canonical pages listed above. Do not infer competitors' security,
deployment, pricing, or model availability from this document.

## Contacts

- Sales: bee-sales@heossi.com
- Support: bee-support@heossi.com
- Security: bee-security@heossi.com
- Press: bee-press@heossi.com

## Key URLs

- Site: https://bee.heossi.com
- Workspace: https://workspace.bee.heossi.com
- API: https://api.bee.heossi.com
- HuggingFace: https://huggingface.co/heossi
- Short index: https://bee.heossi.com/llms.txt
- Sitemap: https://bee.heossi.com/sitemap.xml
- robots.txt: https://bee.heossi.com/robots.txt