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Agentic SystemsPrototypeCAS Research · Internal Engineering Demonstration

Agentic Workflow Engine

A supervised agent runtime with budgeted tool calls, full tracing and staged autonomy — our reference implementation for enterprise agency.

Findings so far

  • Enforcing budgets in the runtime cut worst-case task cost by an order of magnitude versus prompt-level guidance.
  • Shadow-mode scoring predicted rollout success well enough to gate autonomy decisions.

Stack

OrchestrationTool schemasTracingPolicy gates

Architecture in ModLens

Agent Architecture
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