MindLab is a foundational intelligence layer designed to sit between an organization’s existing applications and its complex workflows. It receives high-level intents and interprets them through the lens of a governing specification. The Orchestrator then factorizes these intents into a logical plan, selects a team of specialist experts (Capsules), retrieves relevant knowledge from the Context Spine, and executes the resulting workflow.

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Architectural Planes: Control vs. Data

The architecture comprises two distinct logical planes, allowing for a clean separation of concerns between governance and execution:
  • The Control Plane: This is the “brain” of the system. The Orchestrator reads the Capsule manifest, resolves policies, discovers experts, and orchestrates workflows. It is responsible for enforcing budgets, security gates, and all other aspects of governance.
  • The Data Plane: This is the “hands” of the system. The specialist agents within a Capsule retrieve domain knowledge from the Context Spine, read and write to memory tiers, call external tools and services, produce outputs that comply with predefined schemas, and emit detailed metrics and traces for logging and analysis.

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System Data-Flow Diagram