The Challenge
A regional QSR brand operating 30 locations across three states was drowning in data fragmentation. Their operations team used Toast for POS, 7shifts for scheduling, Yelp and Google for reviews, QuickBooks for accounting, and a custom Access database for franchise fee tracking.
The VP of Operations described the situation: every Monday morning was a scramble to compile weekend performance across all locations. By the time the report was ready, the data was already stale.
The Implementation
We deployed the Franchise Graph with connectors for all five of their core systems. The initial data ingestion and historical backfill took 72 hours. From day four onward, all data was flowing in real time.
- Week 1: Data connectors deployed and validated
- Week 2: Custom dashboards built for VP Ops, GMs, and finance team
- Week 3: Automated alerts configured for anomaly detection
- Week 4: Team training and workflow migration completed
The Results
After 90 days of operation, the brand reported measurable improvements across the board:
- Weekly reporting time: 15 hours to under 3 hours (80% reduction)
- Data freshness: 24-48 hours to under 5 minutes
- Anomaly detection: 2 revenue leaks caught in month one worth $4,200/month
- Manager satisfaction: NPS for internal tools went from -20 to +45
I used to spend my Mondays building reports. Now I spend them reading insights. That shift has changed how I run this business.
Key Takeaways
This engagement reinforced our thesis that franchise operators do not need more tools — they need fewer interfaces and smarter connections between the tools they already use. The ROI was driven not by replacing their tech stack, but by unifying it.
