Mask

Three-Plane Architecture

Rules decide, models write. Plans, policies, and tests are portable across models.

Deterministic

Control Plane

Intent clarification
Task planning
Policy application
Quality assurance gates
Audit & learning
Hybrid

Execution Plane

Tool & RAG calls
LLM/ VLM inference under contracts
Multi-agent coordination
Rollback & escalation
Ecosystem

Integration Plane

A2A / ACP adapters
REST & streaming APIs
MCP / tool adapters (data, search, actuation)
Plug-ins to the company’s safety & risk tools
Event bus & webhooks
Identity & secrets ( RBAC /ABAC, KMS, Vault)
Clarify intent
Decompose tasks
Provision agents
Optimize workflow
Execute tasks
Validate output
Engage humans