A tiered LLM platform by CUI Labs for public users, professionals, builders, teams, enterprises, high-assurance environments, and sovereign deployment.
Start with live public access. Scale through the Bee Intelligence Ladder — from everyday AI use to professional reasoning, builder workflows, team operations, enterprise intelligence, and high-assurance deployment.
Bee Intelligence Ladder
Bee is structured as a progressive intelligence stack. Each tier serves a defined role across capability, usage, governance, and deployment control — from public access to sovereign infrastructure.
Public entry tier
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
Professional reasoning tier
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
Builder and production workflow tier
Developer-grade intelligence for coding, automation, API applications, technical workflows, and production integration.
Best for: Developers · builders · coding workflows · automation · API applications
Team and agent workflow tier
Team-scale intelligence for collaboration, tool use, agents, pooled usage, internal tools, and operational workflows.
Best for: Teams · agent builders · workspace collaboration · internal tools · operational workflows
Enterprise specialist intelligence tier
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
High-assurance advanced reasoning tier
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
Private, regulated, and sovereign deployment tier
Dedicated deployment family for organisations requiring private cloud, regulated controls, sovereign infrastructure, contractual governance, customer controls, and optional air-gapped architecture.
Best for: Regulated organisations · high-assurance environments · private cloud · sovereign infrastructure · contractual deployment
Adoption Curve
Bee is designed to scale with the user. Individuals can begin with public access. Professionals can move into deeper reasoning. Developers can build through the API. Teams can operate shared workflows. Enterprises can govern intelligence across users, tools, and data. High-assurance organisations can move into private, regulated, or sovereign deployment.
Stage 1
For everyday AI use, lightweight assistants, early adoption, and entry-level workflows.
Stage 2
For individuals who need stronger reasoning, deeper context, and more dependable output.
Stage 3
For developers, automation builders, coding workflows, technical systems, and OpenAI-compatible application integration.
Stage 4
For shared workspaces, pooled usage, retrieval, agents, tools, and operational collaboration.
Stage 5
For organisations that need administration, governance, policy controls, auditability, and deployment oversight.
Stage 6
For regulated and high-stakes environments requiring stricter security, review, accountability, and operational control.
Stage 7
For dedicated infrastructure, stronger contractual boundaries, sovereign controls, and optional air-gapped architecture.
Capabilities
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.
For public users, professionals, and teams using Bee directly.
For developers building Bee into products, tools, workflows, and internal systems.
For document-based workflows, knowledge work, and controlled organisational context.
For structured workflows, operations, automation, and team-scale AI systems.
For enterprise oversight, policy, telemetry, evaluation, and auditability.
For private cloud, regulated environments, sovereign infrastructure, and optional air-gapped deployment.
Governance
As usage scales, AI requires memory, policy, telemetry, assurance, and deployment control. Bee is designed around governed intelligence workflows so users and organisations can move from experimentation to production with greater confidence.
Bee uses XIIS foundations for memory, policy, telemetry, assurance, and governed workflow architecture.
Persistent context foundations for controlled workflows and long-running use cases.
Rules and controls that shape how intelligence is used across users, teams, domains, and environments.
Operational visibility into usage, behaviour, performance, and adoption.
Evaluation and governance mechanisms for production AI workflows.
Architecture for assistants, agents, retrieval, automation, and enterprise processes.
Controls that support public, team, enterprise, regulated, and sovereign deployment paths.
High-Assurance Security
For regulated, high-stakes, and sovereign environments, Bee can integrate with QNSP-backed security options for key management, vault patterns, post-quantum cryptography, secure transport, and stronger deployment boundaries.
Dedicated infrastructure options for stronger control and isolation.
Security and governance paths for stricter operating environments.
Deployment patterns for ownership, locality, contractual control, and infrastructure sovereignty.
Security foundations for sensitive secrets, credentials, and protected operational materials.
Transport controls for protected connections and deployment-specific requirements.
QNSP-backed cryptographic options for high-assurance and sovereign paths.
Access
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
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 & EvidenceBegin with Bee Cell, scale through the Bee Intelligence Ladder, and move into high-assurance deployment when your requirements demand stronger governance, security, and control.