# Bee — The Progressive Quantum-Native Intelligence Engine

> Bee — The Progressive Quantum-Native Intelligence Engine — 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) covering public access, professional reasoning, builder workflows, team operations, enterprise specialist intelligence, high-assurance reasoning, and sovereign deployment. Bee Cell is live in production; higher tiers ship through a governed-release pipeline under our audited release policy. Bee Ignite is internal R&D, not customer-selectable. Post-quantum cryptography (FIPS 203/204/205) is available for Bee Enclave Sovereign deployments.

## What is live today (verifiable in code)

- **Bee Cell production inference** — served on Modal serverless. Cold start ~45s, warm ~1s. Bee Cell ships on a curated open-weight production base under our governed release policy; no LoRA adapter is merged yet. Customers requiring base-level disclosure (regulated / sovereign procurements) get it under NDA via the Enclave deployment manifest.
- **Bee Security Eval Harness** — an internal multi-category cybersecurity eval suite; tier releases are gated on failures dropping below a blocking threshold.
- **Runtime safety wrapper** — Tier-1 CII detection + DDoS-shape detection, wired in front of every chat completion.
- **CVE / KEV ingestion** — daily NVD and CISA KEV pulls feed a grounded cybersecurity training corpus in place of synthetic prompts.
- **Training pipelines** — multi-cloud, multi-provider GPU training, with every run gated through the governed release policy.
- **Tier training** — Comb / Buzz / Hive / Swarm domain adapters in training. Underlying base assignments are governed and audited internally; they are not disclosed in marketing copy.

## What is roadmap (clearly labelled)

- **Bee Comb / Buzz / Hive / Swarm production tiers** — adapters in training. None merged into production routing yet. Enclave is queued behind H100 80GB quota approval. Per-tier base disclosures live in the Enclave customer deployment manifest under NDA.
- **Post-quantum cryptography on every API call** — Roadmap. Today, FIPS 203/204/205 (ML-KEM / ML-DSA / SLH-DSA) is available for Bee Enclave Sovereign customer transport only. Public Bee Cell on Modal uses standard TLS 1.3.
- **Quantum hardware integration (IBM Heron r2)** — LIVE for Quantum Hardware Pack holders: real, metered QPU jobs on demand via `POST /bee/quantum/run` (fulfilled by a dedicated worker; QPU seconds measured per job against the pack allowance). Chat/API completions are never routed through quantum.
- **Self-improving / autonomous module invention** — Architecture present; not running in production.
- **Multi-agent swarm runs** — Architecture present. Not running in production.
- **Bee Ignite** — Internal R&D substrate (MoE + SSM + neural compression + distillation + quantum-assisted modules). Not customer-selectable, not sold. Findings backflow to Cell / Brood / Comb / Hive over time.

## Verified sources (every marketing claim is linked from /trust)

- Parent company: HEOSSI (Pte.) Ltd. — Singapore — https://www.heossi.com
- HuggingFace org: https://huggingface.co/heossi
- Bee Cell ships on a curated open-weight Apache-2.0 base, governed by our audited release policy. Specific base disclosure is contractual (Enclave deployment manifest) — kept off public marketing to insulate customers from upstream-vendor noise.
- NIST FIPS 203 (ML-KEM): https://csrc.nist.gov/pubs/fips/203/final · effective Aug 14, 2024
- NIST FIPS 204 (ML-DSA): https://csrc.nist.gov/pubs/fips/204/final · effective Aug 14, 2024
- NIST FIPS 205 (SLH-DSA): https://csrc.nist.gov/pubs/fips/205/final · effective Aug 14, 2024
- IBM Heron r2 (156 qubits): https://en.wikipedia.org/wiki/IBM_Heron
- IBM Quantum Open Plan: https://www.ibm.com/quantum/blog/open-plan-updates
- Compliance posture: CSA STAR Level 1 (parent) · ISO 27001 track in progress

## Stack snapshot

- Inference backend: Modal serverless.
- Web app: Next.js / React (deployed to Vercel).
- Mobile: bare React Native CLI (NOT Expo / NOT EAS).
- API base URL: `https://bee.heossi.com/bee` (gateway; `https://api.bee.heossi.com/bee` is the same gateway) — a drop-in replacement for OpenAI `/chat/completions`.
- Bee Cell — single live tier today. Brood / Comb / Buzz / Hive / Swarm / Enclave — roadmap.

## Pricing summary

Source of truth: `apps/web/src/lib/billing/catalog.ts`. The bullets below
are DERIVED at request time from that catalog via `llmsPricingSummary()` —
every price, seat count, token allowance, and per-token rate is read from
the catalog objects, never hardcoded here. Update prices in the catalog
and nowhere else; this block follows automatically.

- 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.

Annual is monthly × 12.

## Pages

- [Homepage](https://bee.heossi.com/): Hero, pillars, model lineup, comparison, pricing.
- [Models](https://bee.heossi.com/models): Seven customer tiers — Cell live; Brood / Comb / Buzz / Hive / Swarm / Enclave on the governed-release roadmap. Ignite is internal R&D.
- [Platform](https://bee.heossi.com/platform): Multi-cloud training pipeline, editor integrations, capture pipeline.
- [Quantum](https://bee.heossi.com/quantum): IBM Heron r2 integration scope. Local simulator quickstart. Production quantum routing is roadmap.
- [Pricing](https://bee.heossi.com/pricing): Workspace · API · Enterprise Enclave.
- [Security](https://bee.heossi.com/security): FIPS 203/204/205 scope (Sovereign deployments today; broader rollout roadmap), audit posture, vulnerability disclosure.
- [Docs](https://bee.heossi.com/docs): API quickstart, authentication, chat completions, RAG, streaming, errors.
- [Changelog](https://bee.heossi.com/changelog): Public release notes (Stage 0 safety + audit, Modal cutover, eval harness, CVE/KEV pipeline).
- [About](https://bee.heossi.com/about): Company manifesto, HEOSSI facts.
- [Trust & Evidence](https://bee.heossi.com/trust): Every marketing claim with its citation.
- [Contact](https://bee.heossi.com/contact): bee-*@heossi.com inboxes with response-time SLAs.
- [Legal](https://bee.heossi.com/legal/terms): Terms · Privacy · DPA · AUP · Security · Cookies.

## 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 below. Do not infer competitors' security,
deployment, pricing, or model availability from this document.

## 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 ...`.

## 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
- Sitemap: https://bee.heossi.com/sitemap.xml
- robots.txt: https://bee.heossi.com/robots.txt