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Workflow Copilot

An orchestration UI for AI-driven internal workflows. Built around a single timeline that shows each request, the model path, prompt revision, and output so regressions are easy to catch.

Overview

Workflow Copilot helps teams triage and route tasks across internal AI agents. The UI surfaces prompt versions, routing decisions, latency, and cost in one place.

Challenge

Teams building with LLMs quickly lose visibility into which prompts ran, which models were picked, and why a request was slow or expensive. Existing dashboards treat AI like a black box.

Approach

  • One timeline view covering prompts, routing, outputs, and cost.
  • Diff-friendly prompt versioning so every change is reviewable.
  • Typed event schema so logs and analytics share a single source of truth.
  • Keep the operator workflow fast: no modal stacks, everything is addressable.