Regional Grocery Chain · Retail & E-Commerce · Houston, TX · 16 weeks
220 store-level reports consolidated into 14 certified dashboards
A regional grocery chain had 68 stores, each with its own set of reports, 220 versions created over eight years with inconsistent metric definitions. We standardized the metrics and replaced all those reports with 14 certified Tableau dashboards under strict governance. This cut reporting labor costs by $890K annually.
Challenge
Store managers spent 6 hours each week creating and updating Excel and Tableau reports. These reports used different metric definitions, so comparing districts and regions didn’t work. Leadership couldn’t get accurate data on same-store sales, shrink, or labor efficiency across locations.
Outcome
Store managers cut reporting time by 6 hours each week, saving the company $890K annually across 68 stores. We improved same-store sales comparison accuracy from 61% to 98% by standardizing data across reporting levels. District managers used the new dashboards to spot $1.2M in shrink reduction opportunities within three months.
Results
- $890K Annual reporting labor saved
- 220 to 14 Reports consolidated to certified dashboards
- 61% to 98% Same-store sales metric agreement
- $1.2M Shrink reduction opportunities identified in Q1
Our store managers used to spend six hours a week making reports that no one really trusted. Thinklytics reduced 220 reports to 14 dashboards that people actually use. The shrink analysis alone helped us uncover $1.2 million in losses in the first quarter.