Classical intelligence path
Specialist response and workflow execution
- Governed Bee model releases and tier routing
- Tenant-scoped retrieval, memory and citations
- Approved tools, structured workflows and streamed output
Bee Specialist Intelligence SystemPost-Quantum SecurityReal-QPU Integration
Specialist intelligence for the quantum era.
Bee combines specialist AI, multimodal intelligence, NIST-standardized post-quantum security paths, and governed access to real quantum hardware in one platform for enterprise, regulated, sovereign and mission-critical work.
At its core, the Bee Specialist Intelligence System coordinates domain knowledge, current research, retrieval, tools, safety and governed model execution. Work across text, vision, video, voice, documents and long context from the workspace or API.
OpenAI-compatible API·Tenant-isolated retrieval·96-domain specialist architecture·Governed architecture·Post-quantum high-assurance security paths·Built by HEOSSI in Singapore
Bee reference architecture
One specialist-intelligence system. Clear execution boundaries.
Bee Specialist Intelligence System (BSIS) is the architecture that turns a request into a governed specialist response. It coordinates domain intelligence, current knowledge, tenant retrieval, tools, model execution, safety, evaluation and release control—the model is one component, not the whole product.
Customer and integration layer
One governed entry point across every Bee surface
Bee Workspace
API & SDKs
MCP & tools
Enterprise systems
Bee Specialist Intelligence System
The governed intelligence and orchestration core
01
Understand the task
Resolve intent, user context, entitlements and policy before execution.
02
Compose specialist intelligence
Select across the governed 96-domain taxonomy, permitted research, tenant retrieval and tools.
03
Route the right execution
Choose an eligible Bee tier, model release, workflow and deployment boundary.
04
Evaluate and control
Apply safety, quality, release evidence, metering, telemetry and rollback controls.
Explicit quantum-compute path
Governed access to real quantum hardware
- Local simulation before any hardware submission
- Entitlement, privacy, circuit and spend controls
- Reviewed real-QPU target with metered results and evidence
Security and evidence plane
Quantum-Native Security Infrastructure (QNSI)
HEOSSI’s security platform supplies post-quantum key, payload-protection and tamper-evident evidence paths using NIST-standardized cryptography, with the exact transport and deployment boundary fixed by the customer environment.
Ordinary AI requests stay on the classical inference path.
Quantum execution is explicit, bounded, entitled and budget-controlled.
Tenant knowledge is resolved inside the authenticated customer boundary.
Public transport uses TLS 1.3; post-quantum transport is separately scoped.
One integrated intelligence platform
Specialist AI. Post-quantum assurance. Real quantum hardware.
These are separate capabilities with clear operating boundaries, united through Bee’s governance, identity, metering and evidence system.
Specialist intelligence
BSIS: more than a model
The Bee Specialist Intelligence System combines governed reasoning releases, a 96-domain taxonomy, attributable research, tenant knowledge, retrieval, tools, evaluations, safety and release control.
Explore BSISPost-quantum assurance
Security designed for the quantum era
Bee uses NIST-standardized post-quantum algorithms for signed evidence today and provides customer-scoped post-quantum transport paths for high-assurance sovereign deployments.
Review PQC evidenceQuantum computation
A governed path to real quantum hardware
Bee separates ordinary AI inference from explicit quantum work, with local simulation, metered real-QPU job architecture and customer-controlled deployment options behind clear privacy and spend boundaries.
Explore quantum computingBee Intelligence Ladder
The Bee Intelligence Ladder
Six intelligence tiers form Bee’s progressive stack, from free public access to premium cloud-scale reasoning. Enclave sits beyond the ladder as a private, regulated, or sovereign deployment mode for Hive- and Swarm-class workloads.
Public entry tier
Step 01Bee Cell
Live access for everyday AI use, lightweight inference, early adoption, developer testing, and cost-efficient workflows.
Best for: Public access · lightweight assistants · entry API use · early adoption · low-cost inference
Upgrade when: Move up when you need deeper reasoning, a larger context window, or governed team workflows.
Professional reasoning tier
Step 02Bee Brood
A stronger reasoning tier for individuals who need deeper analysis, more context, and more reliable output.
Best for: Professionals · solo builders · research drafting · deeper reasoning · serious individual use
Upgrade when: Move up when repeatable code, automation, or a production API workflow becomes central.
Builder and production workflow tier
Step 03Bee Comb
Developer-grade intelligence for coding, automation, API applications, technical workflows, and production integration.
Best for: Developers · builders · coding workflows · automation · API applications
Upgrade when: Move up when several people need shared capacity, tools, and operational controls.
Team and agent workflow tier
Step 04Bee Buzz
Team-scale Bee intelligence for collaboration, pooled usage, native tool calling, structured output, multimodal understanding, and operational workflows.
Best for: Teams · agent builders · workspace collaboration · internal tools · operational workflows
Upgrade when: Move up when the workload needs specialist depth, stronger governance, or regulated preparation.
Enterprise specialist intelligence tier
Step 05Bee Hive
High-capability specialised reasoning for enterprise analysis, technical depth, regulated-domain preparation, and knowledge-intensive workflows.
Best for: Enterprise teams · specialist reasoning · regulated-domain preparation · knowledge work · advanced business analysis
Upgrade when: Move up when assurance, complex research, or high-complexity orchestration becomes the limiting factor.
High-assurance advanced reasoning tier
Step 06Bee Swarm
Premium intelligence for complex reasoning, research workflows, multi-agent coordination, mission-critical analysis, and high-complexity use cases.
Best for: High-stakes analysis · advanced research · complex reasoning · orchestration · mission-critical workloads
Upgrade when: Move up when contractual isolation, private infrastructure, or sovereign controls are required.
Private, regulated, and sovereign deployment mode
Beyond the tier ladderBee Enclave
A customer-scoped deployment mode for Hive- and Swarm-class workloads—not a seventh model tier. Broader self-hosted and air-gapped availability remains roadmap and is not implied by a plan name.
Best for: Regulated organisations · high-assurance environments · private cloud · sovereign infrastructure · contractual deployment
Engage when: Engage the deployment team when your organisation needs a scoped private or sovereign environment.
Bee Igniteis HEOSSI’s active from-scratch specialist foundation-model programme inside BSIS. It is not a customer tier, has no released checkpoint, and does not appear as a commercial plan. Earlier transfer-based research lanes and the weight-transfer path are retired.
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).
Capabilities
Built for real workflows.
Bee supports direct use, professional reasoning, developer integration, team collaboration, enterprise governance, and high-assurance deployment. The platform combines model access, workspace capabilities, retrieval, API compatibility, and deployment controls in one progressive system.
Workspace AI
For public users, professionals, and teams using Bee directly.
API Access
For developers building Bee into products, tools, workflows, and internal systems.
Retrieval
For document-based workflows, knowledge work, and controlled organisational context.
MCP Tools
A hosted OAuth-protected MCP server plus local stdio and loopback HTTP transports for structured tools, documents, memory, and external agent integrations.
Governance
For enterprise oversight, policy, telemetry, evaluation, and auditability.
Deployment Control
Customer-scoped private, regulated, and sovereign designs. Broader self-hosted and air-gapped operation remains roadmap.
High-Assurance Security
High-assurance security paths.
For regulated, high-stakes, and sovereign environments, Bee can integrate with post-quantum-backed security options for key management, vault patterns, post-quantum cryptography, secure transport, and stronger deployment boundaries.
Private Deployment
Dedicated infrastructure options for stronger control and isolation.
Regulated Controls
Security and governance paths for stricter operating environments.
Sovereign Boundaries
Deployment patterns for ownership, locality, contractual control, and infrastructure sovereignty.
Key and Vault Patterns
Security foundations for sensitive secrets, credentials, and protected operational materials.
Secure Transport
Transport controls for protected connections and deployment-specific requirements.
Post-Quantum Options
Post-quantum-backed cryptographic options for high-assurance and sovereign paths.
Access
Use Bee from anywhere.
Bee ships on every surface a real team uses — a workspace in the browser, a native mobile app, a desktop shell, and a developer surface (API, SDKs, CLI, MCP). Authentication and account state are unified across all of them.
Trust & Enterprise Readiness
Trust, evidence, and enterprise readiness.
Bee is supported by public trust, security, privacy, data processing, acceptable-use, and evidence pages so technical, legal, and procurement teams can evaluate the platform properly.
Bee publishes evidence for its claims — including shipped capabilities, current limitations, roadmap status, and security posture.
View Trust & EvidenceStart public. Scale sovereign.
Begin with Bee Cell, scale through the Bee Intelligence Ladder, and move into high-assurance deployment when your requirements demand stronger governance, security, and control.