# Ops analytics dashboard

Examples: Ops

A working dashboard surface with KPIs, a trend, and a plain-language read of what changed.

- **Produces, you approve:** ulpi produces and verifies it; the spend, send, or publish stays your call.
- **Evidence:** Judged

## Company brief

> Build me an ops dashboard from this CSV that explains what changed week over week.

Produced by the Ops Analyst

- **Budget cap:** $45.00
- **Cost / verified outcome:** $5.90

## Evidence

- **Judged:** The written summary matches the source figures
  A separated judge grades the narrative against the figures per the acceptance spec. ulpi does not ship a deterministic "figures reconcile" verifier, so this is Judged.

## Acceptance spec

Passes if every figure in the summary traces to the uploaded source data and the "what changed" narrative is supported by the underlying numbers.

## Why it matters

ulpi ships working software surfaces, not just documents. And it stays honest about the limit: the read of the numbers is judged against the source, not claimed as a deterministic reconciliation.

An ops teammate turns an uploaded CSV into a working dashboard surface — KPI tiles, a trend, and a breakdown — plus a plain-language read of what moved. The data source is illustrative; the summary's fidelity to the figures is graded by a judge, not mechanically reconciled.