{
  "schemaVersion": "bee.facts.v2",
  "generatedAt": "2026-07-29T00:00:00.000Z",
  "validFrom": "2026-07-29T00:00:00.000Z",
  "locale": "en",
  "issuer": {
    "name": "HEOSSI (Pte.) Ltd.",
    "uen": "202532790K",
    "url": "https://www.heossi.com"
  },
  "ownership": {
    "steward": "HEOSSI",
    "contact": "bee-ops@heossi.com"
  },
  "product": {
    "name": "Bee by HEOSSI — The Progressive Quantum-Native Intelligence Engine",
    "tagline": "Bee by HEOSSI — The Progressive Quantum-Native Intelligence Engine. A specialist-intelligence platform uniting BSIS, multimodal AI, post-quantum assurance, and governed real-quantum-hardware execution for enterprise and high-assurance work. It is built by HEOSSI (Pte.) Ltd., a Singapore-incorporated company (UEN 202532790K). Six production tiers form the Intelligence Ladder (Cell → Brood → Comb → Buzz → Hive → Swarm), covering public access, professional reasoning, builder workflows, team operations, enterprise specialist intelligence, and high-assurance reasoning. Enclave adds private, regulated, and sovereign deployment. BSIS combines Bee's governed 96-domain specialist architecture, research, retrieval, tools, evaluations, safety, routing, and release control. Post-quantum cryptography (FIPS 203/204/205) supports signed evidence and Enclave Sovereign security paths; Bee's governed real-QPU execution architecture is progressing through its production activation gates.",
    "site": "https://bee.heossi.com",
    "workspace": "https://workspace.bee.heossi.com",
    "api": "https://api.bee.heossi.com"
  },
  "systemControl": "Bee's hosted inference is operated by HEOSSI. Its serving configuration, governance, safety enforcement, routing, retrieval, tools, evaluations, and release controls are designed, implemented, and operated by HEOSSI through the Bee Specialist Intelligence System (BSIS).",
  "tiers": [
    {
      "id": "cell",
      "name": "Bee Cell",
      "tagline": "Fast, fine-tuned AI — free to start.",
      "contextWindow": 131072,
      "foundationLineage": "Bee Cell controlled model release",
      "foundationLicense": "HEOSSI release controls"
    },
    {
      "id": "brood",
      "name": "Bee Brood",
      "tagline": "Cost-efficient reasoning — thinks before it answers.",
      "contextWindow": 262144,
      "foundationLineage": "Bee Brood controlled model release",
      "foundationLicense": "HEOSSI release controls"
    },
    {
      "id": "comb",
      "name": "Bee Comb",
      "tagline": "Workstation-grade AI for serious builders.",
      "contextWindow": 262144,
      "foundationLineage": "Bee Comb controlled model release",
      "foundationLicense": "HEOSSI release controls"
    },
    {
      "id": "buzz",
      "name": "Bee Buzz",
      "tagline": "Agent and builder workhorse — tools, planning, longer chains.",
      "contextWindow": 262144,
      "foundationLineage": "Bee Buzz controlled model release",
      "foundationLicense": "HEOSSI release controls"
    },
    {
      "id": "hive",
      "name": "Bee Hive",
      "tagline": "Shared team AI without frontier-model cost.",
      "contextWindow": 262144,
      "foundationLineage": "Bee Hive controlled model release",
      "foundationLicense": "HEOSSI release controls"
    },
    {
      "id": "swarm",
      "name": "Bee Swarm",
      "tagline": "Premium reasoning at cloud scale.",
      "contextWindow": 1000000,
      "foundationLineage": "Bee-governed multi-lane fabric",
      "foundationLicense": "Provider lineage disclosed by routed lane"
    }
  ],
  "tierStatus": [
    "- **All tiers serve on governed, pinned base models or routing releases** — Cell → Hive are production-deployed with scale-to-zero serving; Swarm is Bee's governed multi-lane routing fabric. Cell is the free entry tier, not an always-warm GPU. Public foundation-family lineage is disclosed on /models; exact revisions remain governed deployment records.",
    "- **Domain adapters are eval-gated and released through the governed pipeline** — none merged into production routing yet, so tiers serve base-equivalent today. Each released adapter ships with a published validation record at /trust.",
    "- **Bee Enclave** — a private / auditable / sovereign deployment mode for any Hive/Swarm-class workload, not a larger model tier.",
    "- **Bee Ignite** — HEOSSI's active from-scratch specialist foundation-model programme inside BSIS. It is not customer-selectable or sold, and no Ignite checkpoint has been released."
  ],
  "capabilities": {
    "vision_in": {
      "served": [
        "cell",
        "brood",
        "comb",
        "buzz",
        "hive",
        "swarm"
      ]
    },
    "video_in": {
      "served": [
        "brood",
        "comb",
        "buzz",
        "hive"
      ]
    },
    "tool_calling": {
      "served": [
        "cell",
        "brood",
        "comb",
        "buzz",
        "hive"
      ]
    },
    "structured_output": {
      "served": [
        "comb",
        "buzz",
        "hive"
      ]
    },
    "long_context_1m": {
      "served": [
        "comb",
        "buzz",
        "swarm"
      ]
    },
    "audio_stt": {
      "served": [
        "cell",
        "brood",
        "comb",
        "buzz",
        "hive",
        "swarm"
      ]
    },
    "tts_speech_out": {
      "served": [
        "cell",
        "brood",
        "comb",
        "buzz",
        "hive",
        "swarm"
      ]
    }
  },
  "categoryTerms": {
    "categories": [
      "artificial intelligence (AI)",
      "machine learning",
      "natural language processing (NLP)",
      "deep learning",
      "large language models (LLM)",
      "foundation models",
      "generative AI",
      "conversational AI / AI assistants",
      "agentic systems",
      "multimodal intelligence",
      "reasoning",
      "AI as a Service (AIaaS)",
      "the Intelligence Ladder",
      "routing fabric"
    ],
    "capabilities": [
      "domain-specialized intelligence (an accumulative per-tier domain ladder reaching 96 specialist domains, eval-validated every release)",
      "conversational AI chat",
      "agentic coding & tool calling",
      "code explanation, refactoring & test generation",
      "retrieval-augmented generation (RAG)",
      "document Q&A over your own files",
      "vector-based semantic search",
      "web search-grounded research answers",
      "semantic memory",
      "vision (image & video understanding)",
      "structured output (JSON mode)",
      "long context up to 1M tokens",
      "speech-to-text & text-to-speech",
      "voice AI & transcription",
      "image generation",
      "AI-generated artifacts",
      "autonomous scheduled tasks",
      "team workspaces & collaboration",
      "usage analytics & spend controls",
      "OpenAI-compatible API",
      "Model Context Protocol (MCP) server",
      "editor integrations"
    ],
    "assurance": [
      "post-quantum cryptography (NIST FIPS 203/204/205 — ML-KEM, ML-DSA, SLH-DSA)",
      "TLS 1.3 with hybrid post-quantum key exchange in transit",
      "AES-256-GCM encryption at rest",
      "cryptographically verifiable agent provenance",
      "cryptographically signed inference receipts",
      "passkey (WebAuthn / FIDO2) sign-in",
      "audit-logged serving-policy decisions",
      "role-based team access",
      "quantum reasoning with managed QPU access & BYOPA",
      "eval-gated releases",
      "governed sovereign deployment (Enclave)"
    ]
  },
  "marketCategories": {
    "verifiedAt": "2026-07-22",
    "entries": [
      {
        "name": "Artificial Intelligence Software",
        "taxonomy": "G2"
      },
      {
        "name": "Generative AI",
        "taxonomy": "G2"
      },
      {
        "name": "Large Language Models",
        "taxonomy": "G2"
      },
      {
        "name": "AI Platforms",
        "taxonomy": "G2"
      },
      {
        "name": "Conversational AI / AI Assistants",
        "taxonomy": "G2"
      },
      {
        "name": "AI Agents / Agentic AI",
        "taxonomy": "Gartner"
      },
      {
        "name": "AI Agent Development Platforms",
        "taxonomy": "Gartner"
      },
      {
        "name": "AI Coding Assistants / AI Code Generation",
        "taxonomy": "G2"
      },
      {
        "name": "AI Software Development Kits (AI SDKs)",
        "taxonomy": "G2"
      },
      {
        "name": "AI Search & Retrieval Infrastructure (RAG)",
        "taxonomy": "G2"
      },
      {
        "name": "Multimodal AI",
        "taxonomy": "market"
      },
      {
        "name": "Speech Recognition (Speech-to-Text & Text-to-Speech)",
        "taxonomy": "market"
      },
      {
        "name": "AI Image Generation",
        "taxonomy": "market"
      },
      {
        "name": "Machine Learning & MLOps",
        "taxonomy": "market"
      },
      {
        "name": "AI Productivity & Team AI Workspace",
        "taxonomy": "market"
      },
      {
        "name": "MCP Servers",
        "taxonomy": "MCP Registry"
      },
      {
        "name": "AI Governance / AI TRiSM",
        "taxonomy": "Gartner"
      },
      {
        "name": "AI Agent Observability",
        "taxonomy": "G2"
      },
      {
        "name": "Enterprise AI / Private AI / Sovereign AI",
        "taxonomy": "market"
      },
      {
        "name": "Post-Quantum Cryptography-secured Software / Quantum-safe Security",
        "taxonomy": "market"
      },
      {
        "name": "Quantum Computing Services / Quantum-as-a-Service",
        "taxonomy": "market"
      },
      {
        "name": "Developer Tools",
        "taxonomy": "market"
      },
      {
        "name": "Productivity",
        "taxonomy": "Google Play / desktop"
      },
      {
        "name": "SaaS / Cloud Software",
        "taxonomy": "market"
      }
    ]
  },
  "pricingSummary": [
    "- Bee Cell — Free. Free hosted tier to start. 500K included tokens.",
    "- Bee Brood — $30/mo. 5M tokens. Cell + limited Comb routing.",
    "- Bee Comb — $150/mo. 3 seats. 10M tokens. Full Comb access with native multimodal input, tool calling, JSON mode, and optional 1M long-context routing.",
    "- Bee Buzz — $400/mo. 6 seats. 25M tokens. Shared RAG.",
    "- Bee Hive — $1,000/mo. 10 seats. 50M tokens. High-capability multimodal serving with tool calling, JSON mode, and quantum-reasoning eligibility.",
    "- Bee Swarm — $4,000/mo. 25 seats. 250M tokens. Governed premium routing fabric with 1M-context capability; no domain adapter is active today.",
    "- Bee Pollen (API) — $0. 500K tokens / month. Hard-limited. Protected by TLS 1.3 in transit.",
    "- Bee Nectar (API) — Pay as you go. $0.30/1M input · $1.20/1M output. Full model ladder, Cell through Swarm.",
    "- Bee Honey (API) — $1,500/mo base + metered usage at the same per-model rates. Dedicated CSM.",
    "- Bee Royal Jelly (API) — Contracted rate card, dedicated endpoint, sovereign boundary.",
    "- Bee Regulated Cloud — from $5,000/mo. Multi-tenant regulated deployment.",
    "- Bee Enclave Private Cloud — from $15,000/mo. Single-tenant VPC.",
    "- Bee Enclave Regulated — from $30,000/mo. Customer-managed keys.",
    "- Bee Enclave Sovereign — from $75,000/mo. Customer-scoped sovereign controls; broader air-gapped operation remains roadmap. Exact alignment and evidence are fixed in the deployment manifest + NDA."
  ],
  "changelog": [
    {
      "date": "2026-07-29",
      "title": "Bee Specialist Intelligence System and reference architecture",
      "category": "Platform"
    },
    {
      "date": "2026-07-29",
      "title": "Model improvement default with persistent opt-out",
      "category": "Security"
    },
    {
      "date": "2026-07-28",
      "title": "Gateway output safety enforcement across customer paths",
      "category": "Security"
    },
    {
      "date": "2026-07-14",
      "title": "Workspace navigation and domain-label polish",
      "category": "Platform"
    },
    {
      "date": "2026-07-13",
      "title": "Subprocessor notice: optional Android push through Google FCM",
      "category": "Security"
    },
    {
      "date": "2026-07-13",
      "title": "Global policy pack: AI transparency, accessibility, copyright, government requests",
      "category": "Docs"
    },
    {
      "date": "2026-07-13",
      "title": "Cryptographically verifiable product facts",
      "category": "Security"
    },
    {
      "date": "2026-07-11",
      "title": "1M-token context, video input, tool calling and JSON mode — live",
      "category": "Model"
    }
  ],
  "packages": [
    {
      "kind": "npm",
      "id": "@heossihq/bee",
      "install": "npm install @heossihq/bee",
      "url": "https://www.npmjs.com/package/@heossihq/bee"
    },
    {
      "kind": "pypi",
      "id": "bee-sdk",
      "install": "pip install bee-sdk",
      "url": "https://pypi.org/project/bee-sdk/"
    },
    {
      "kind": "mcp",
      "id": "io.github.heossihq/bee",
      "install": "uvx --from bee-sdk@latest bee-mcp",
      "url": "https://registry.modelcontextprotocol.io/"
    }
  ],
  "contacts": [
    {
      "label": "Sales",
      "email": "bee-sales@heossi.com"
    },
    {
      "label": "Support",
      "email": "bee-support@heossi.com"
    },
    {
      "label": "Security",
      "email": "bee-security@heossi.com"
    },
    {
      "label": "Press",
      "email": "bee-press@heossi.com"
    }
  ],
  "affordances": [
    {
      "type": "api",
      "description": "OpenAI-compatible Chat Completions",
      "url": "https://api.bee.heossi.com/bee/chat/completions"
    },
    {
      "type": "mcp",
      "description": "Hosted Bee MCP server",
      "ref": "io.github.heossihq/bee"
    },
    {
      "type": "workspace",
      "description": "Browser workspace",
      "url": "https://workspace.bee.heossi.com"
    }
  ],
  "provenance": {
    "sources": [
      "config/capabilities.json",
      "apps/web/src/lib/models/catalog.ts",
      "apps/web/src/lib/billing/catalog.ts",
      "apps/web/src/lib/brand.ts"
    ],
    "capabilitiesVerifiedAt": "2026-07-14"
  },
  "signature": {
    "canonicalization": "json-sorted-keys-no-signature/v1",
    "signedAt": "2026-07-30T08:49:07.383Z",
    "keysUrl": "https://bee.heossi.com/trust/facts/keys.json",
    "algorithms": {
      "ML-DSA-65": {
        "signature": "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",
        "publicKeyFingerprint": "189477bba1d66cbc8c4ff624c48ae892ea54d1268404b804b6db69b0d16c1dcf"
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      "Ed25519": {
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