Mission Brief

Decision Copilot for Ops Floor

Deploy assistance inside an operational workflow with audit-ready provenance.

Problem

Operational teams spend time assembling context instead of deciding. The mission is to compress the loop while preserving accountability.

Constraints

  • CUI environment and RBAC
  • Citations/provenance required for every recommendation
  • HITL controls and escalation path
  • Latency budget aligned to the workflow

What ships

  • Workflow-integrated copilot
  • Structured output format with citations
  • Instrumentation: adoption, latency, error rates, override rates
  • Guardrails: allowlists, tool permissions, red-team tests
  • AI-First interface pack + contract tests
AI-First interface map
Workflow / UI Tool Interface Model Wrapper Services / Data contract tests swap-ready Interfaces are explicit. Dependencies are documented. Swaps are practiced.

Success metrics

  • Time-to-recommendation reduced
  • Weekly active users and repeat usage
  • Override rate and rationale capture
  • Latency within workflow budget
  • Audit trail completeness

Reuse kit

Starter structures you can adapt inside your environment.

DoD mapping

  • Enterprise agents inside workflows
  • Pace-setting projects with monthly demos
  • Builders over administrators