Client
A locally-owned restaurant group with 5 locations across Mobile and Baldwin County, serving over 3,000 customers daily
Industry
Hospitality / Food Service / Restaurant
Services Provided
Data Analytics, Custom Software Development, Business Intelligence, Technology Consulting
Technologies Used
Python, React, PostgreSQL, Power BI, Square API, Toast API, AWS
1 The Challenge
What started as a single restaurant had grown to five locations over 12 years. Each location was profitable, but the owners suspected they were leaving money on the table. The problem: they had no way to see across their entire operation.
Each restaurant ran its own POS system. Inventory was tracked on spreadsheets (when it was tracked at all). Labor scheduling was done by individual managers based on gut feel. And food cost reports took the accountant days to compile—by which point the information was too stale to act on.
They knew, for instance, that food costs varied wildly between locations—from 28% to 36%—but they couldn't pinpoint why. They suspected waste and portioning issues, but had no data to prove it or track improvements. Menu pricing was based on intuition rather than actual cost analysis.
2 The Solution
We built a unified analytics platform that pulls data from every source—POS systems, inventory apps, scheduling software, vendor invoices—and presents it in a single, intuitive dashboard. No more waiting for month-end reports. No more spreadsheet gymnastics. Real-time visibility across all five locations.
The key was making it actionable. We didn't just build pretty charts—we built a system that tells managers exactly what's wrong and what to do about it. Alerts when food costs spike. Recommendations for schedule adjustments based on predicted traffic. Menu item profitability ranked in real-time.
Key Components:
- Unified Data Pipeline: Automated integration with Toast, Square, 7shifts, and vendor systems—all data in one place, updated hourly
- Real-Time Food Cost Tracking: Automatic calculation of actual vs. theoretical food cost by item, shift, and location with variance alerts
- Menu Engineering Dashboard: Every menu item ranked by popularity and profitability—highlighting stars, dogs, and opportunities
- Labor Optimization: Sales forecasting tied to scheduling recommendations—right-sizing staff to predicted demand
- Owner Dashboard: Cross-location comparison, trend analysis, and daily P&L estimates—accessible from any device
3 The Results
The impact was immediate and substantial. Within the first week, the variance tracking identified a portioning issue at one location that had been costing them $400/week. That single fix paid for the first month of the project.
28%
Food Waste Reduction
Through real-time variance tracking and alerts
4.2%
Net Profit Margin Increase
Across all five locations
18%
Labor Cost Optimization
Better scheduling based on demand forecasting
10 hrs
Weekly Admin Time Saved
Automated reporting replaced manual spreadsheets
The menu engineering insights led to a strategic menu redesign. They removed four underperforming items, adjusted pricing on twelve others, and promoted their highest-margin dishes. That single menu update added an estimated $3,200/month to the bottom line.
Perhaps most valuable was the culture shift. Managers at each location could now see how their performance compared to others—creating healthy competition and accountability. The owners went from monthly panic over financials to confident, data-driven decision making.
Key Takeaways
Speed matters more than perfection. Real-time data at 90% accuracy beats perfect data that arrives two weeks late. The ability to act quickly on insights is worth more than waiting for the accountant.
Visibility creates accountability. Once managers could see their numbers compared to other locations, performance improved naturally. Transparency drives behavior change.
Small percentages, big dollars. In a restaurant doing $4M annually, a 4% margin improvement is $160K straight to the bottom line. Data analytics pays for itself quickly.
Ready to See Your Numbers Clearly?
Whether you run restaurants, retail stores, or any multi-location business, we can build analytics solutions that reveal opportunities hiding in your data.