Skip to content
Finance Breakfast San Francisco — Working AI for Your Finance Stack — May 28, 2026Request Invite
Franchise network analytics — unified across every location
Financial Intelligence · Franchise Networks

Same-store sales are down in three
regions. You found out at month-end.

Data fragmented across POS systems. Corporate lacks real visibility. Franchisees make decisions without benchmarks. Firehouse Subs fixed this. 683% ROI. 2.5-month payback.

683%

ROI at Firehouse Subs

2.5 mo

Payback period

350+

Locations unified on one platform (BRIX)

Daily

Per-location visibility, not monthly

The Problem

200locations.200differentversionsofwhat’shappening.Corporateisalwayslasttoknow.
Challenge #01

POS data siloed across every location, no unified view

Different POS vendors, legacy franchisee setups, regional variations. Regional managers aggregate ADT, comp store performance, and food cost manually in spreadsheets. By the time corporate sees the numbers, the data is weeks old and the decisions have already been made.

Challenge #02

Franchisees have no visibility into how they’re actually performing

Without network benchmarking, a franchisee with declining ticket size or rising labor cost % has no way of knowing they’re an outlier. They make operational decisions: staffing, menu mix, promo spend, without any data to support them.

Challenge #03

Royalty and compliance reporting is a manual monthly exercise

Royalty calculations, franchise fee reconciliations, brand fund contributions, calculated manually by the finance team each period, pulling from POS exports and chasing location managers for corrections. It doesn’t scale.

What Keboola does

Corporatevisibilityacrosseverylocation,updateddaily,notmonthly.AutomatedreportingandfranchiseebenchmarkingacrosseveryPOSsystemalreadyrunning.

Step 01

Unified analytics across every location, regardless of POS vendor

All POS systems connected into a single data model. Revenue, COGS, labor, ADT, and comp store comparisons available in one place, updated daily, not monthly. Regional rollups happen automatically.

Step 02

Franchisee self-service dashboards with network benchmarking

Each franchisee sees their own unit economics: ticket size, food cost %, labor ratio, benchmarked against network averages and top-quartile performers. They know where they stand without asking corporate.

Step 03

Automated royalty and compliance reporting

Royalty calculations and franchise fee reporting generated automatically each period from POS data. No manual reconciliation. No chasing location managers.

Step 04

Identify what your top quartile does and replicate it

Cross-location analysis surfaces the patterns behind top performance: daypart mix, labor scheduling, promotional response. A best-practice playbook built on actual network data, not anecdote.

From the field

Danny Walsh, Vice President of Reporting and Analytics, Firehouse Subs
Firehouse Subs
“Working with Keboola changed how we work with our franchisees. By giving them access to data, we’re empowering them to make decisions that are best for their businesses, which in turn are better for our business as a whole.”

Danny Walsh

Vice President of Reporting & Analytics, Firehouse Subs

683% ROI1,370+ locations unified

Results

Proven across franchise networks at scale.

683%

ROI delivered at Firehouse Subs

2.5 mo

payback period on full platform investment

350+

locations unified on a single platform at BRIX Holdings

Daily

per-location visibility vs. monthly spreadsheet rollups

Firehouse Subs

Customer Story

How Firehouse Subs Achieved 683% ROI

From fragmented POS data to a unified analytics platform across 1,000+ locations.

Balu Gopakumar|Account Executive
Balu Gopakumar
Martin Lepka|CMO Keboola
Martin Lepka
Giorgio Pontillo|CRO
Giorgio Pontillo

How many locations are you running blind?

30-minute demo built around your franchise structure and POS setup. No commitment · Works with any POS system · No location replacements required.