BEE
General AvailabilityThe Progressive Quantum-Native Intelligence Engine
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. Bee is HEOSSI's specialist AI platform integrating the Bee Specialist Intelligence System, post-quantum assurance paths, and explicit governed access to real quantum hardware. 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 66-family 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.
General Availability
Stage
6
Production Tiers
1,000,000 tokens
Maximum Context
OpenAI-compatible
API
Live
Workspace
Enclave deployment
Sovereign
Stack Capabilities
What BEE delivers
6 production Intelligence Ladder tiers: Bee Cell, Bee Brood, Bee Comb, Bee Buzz, Bee Hive, Bee Swarm
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.
7 published multimodal and tool-use capability groups across the ladder
OpenAI-compatible API and governed workspace access
Post-quantum protection using FIPS 203/204/205 is available with Enclave Sovereign deployments
Interfaces & Modules
Integration surfaces
Deployment
Where it runs
Bee Enclave - a private / auditable / sovereign deployment mode for any Hive/Swarm-class workload, not a larger model tier.
Third-Party Services & Dependencies
HEOSSI solutions integrate with and depend on third-party services including blockchain networks, cloud infrastructure providers, cryptographic libraries, identity providers, and certificate authorities.
HEOSSI is not responsible for:
- Availability, performance, or security of third-party services
- Changes to third-party APIs, protocols, or standards
- Third-party service outages, breaches, or failures
- Costs associated with third-party services
- Compliance of third-party services with applicable laws
Performance metrics and capabilities may be affected by third-party service limitations. Customers are responsible for evaluating and accepting risks associated with third-party dependencies.
FAQ
Common questions about BEE
Is BEE OpenAI-compatible?
Yes. BEE exposes a drop-in OpenAI-compatible /chat/completions API, so existing OpenAI SDK code works by changing the base URL. It adds tenant-isolated retrieval, no customer-data training by default, MCP tool support, and QNSI-secured high-assurance paths.
Can I deploy BEE in a private or sovereign environment?
Single-customer deployment boundaries are designed and contracted per engagement. BEE Enclave supports private, regulated, and sovereign deployment paths for Hive/Swarm-class workloads. Broader customer-operated and disconnected deployment is not generally available today.
Does BEE train on my data?
No. BEE does not train on customer data by default, and retrieval is tenant-isolated so your data stays separated from other tenants. High-assurance and sovereign tiers add QNSI-secured post-quantum protection (ML-KEM, ML-DSA, SLH-DSA).
From the editorial
Latest writing on BEE
QNSI and Blockchain: Strengthening Security Beyond the Ledger
Why blockchain security extends beyond the chain itself, and how QNSI complements blockchain-connected systems with post-quantum, trust-centric infrastructure.
Read article29 Mar 2026Post-Quantum Cryptography in 2026: NIST Standards, Enterprise Adoption, and Implementation Guide
Complete guide to post-quantum cryptography in 2026. NIST FIPS 203/204/205 standards (ML-KEM, ML-DSA, SLH-DSA), enterprise migration strategies, and harvest-now-decrypt-later protection.
Read article29 Mar 2026AI Governance for Enterprise: Building Governed AI Agents with Evidence Gates
How to build governed AI agents for enterprise with evidence gates, audit trails, and operator controls. Learn the six-layer OIS architecture and why chatbots are not enough.
Read articleInterested in BEE?
Discuss deployment options, technical evaluations, and structured pilots with the HEOSSI engineering team.