★★★★★
Scorecard Studio’s measure-contract template stopped our committee pack from mixing rate and volume metrics on the same tile.
Reviews
Notes from people who shipped a harder scorecard
Attribution styles vary on purpose. Every comment ties back to a Datasets Processing module or clinic.
Leeds
“Peer Cohort Calibration made us rewrite the inclusion memo. We lost a flattering comparator and the conversation got more useful.”
★★★★☆
Exception Narrative Lab taught me to lead with the definition change before the variance chart. Still wish the homework samples covered charities as thoroughly as corporates.
The Audit KPI benchmarking app walkthrough in Bench Desk was the first time our analysts agreed on refresh ownership. Not glamorous — exactly what we needed.
“I almost abandoned week four when the cohort critique was blunt. Looking back, that session is why our peer set survived external QA.”
★★★★☆
Clear facilitators. The Field Notebook videos on export etiquette are short enough to share with busy stakeholders.
Case notes
Regional retailer — rebuilding a stale peer set
An internal audit team arrived with sixteen peers, seven of which no longer matched store footprint. Through Peer Cohort Calibration they cut to nine, documented exclusions, and used Audit KPI Scorecard Studio to republish cycle-time and issue-closure KPIs. Committee questions shifted from “why are we red?” to “is the peer rule still fair?” — a better problem.
Mutual insurer — narrative before colour
After Exception Narrative Lab, the performance team stopped opening packs with heat maps. They now lead with definition deltas from the Audit KPI benchmarking app, then show variance. One mild reservation from their lead: clinic seats filled quickly, so they joined a later Bench Desk intake.