What We Can Build

Franchisee Performance

When a franchisee fails, the franchisor loses royalty revenue, absorbs legal costs, suffers brand damage, and must find a replacement or close the location. By the time most franchise systems intervene, the unit is already in financial distress. FranConnect's Performance module provides scorecards — but scorecards are backward-looking. They tell you what happened, not what's about to happen. Your customers need early warning systems, not post-mortems. And with data across 1,500+ brands and 1 million+ locations, FranConnect has the pattern library to predict outcomes — it just isn't using it yet.

This capability builds ML models on FranConnect's unmatched franchise dataset to score every unit's health daily. It identifies the behavioral and operational signatures that precede financial distress — declining Hub engagement, late royalty payments, skipped field visits, training non-completion, complaint patterns — typically 6–9 months before revenue decline becomes visible. When a unit is flagged, the system generates prescriptive recommendations based on what worked at similar units in similar situations. Field consultants get intervention playbooks, not just red numbers on a dashboard.

Franchisee Health Monitor — 247 Active Units
🚨3 units predicted to enter financial distress within 6 months — intervention recommended
#0142 — Sweet Treats Buckhead, GAHub silent 45 days · Royalties ↓ 18% · Training 41% · 3 audit findings
24
#0318 — Quick Shine Memphis, TNPayments trending late · Owner turnover · Field visit canceled 2x
48
#0087 — Coastal Cleaners Jax Beach, FLNew POS system · Revenue dip post-transition · Training resuming
68
#0231 — Sunshine Services Coral Gables, FLRevenue ↑ 8% QoQ · 100% training · Responsive · Audit clean
92
AI Intervention Playbook — Unit #0142 Buckhead
1️⃣Schedule in-person field visit within 7 days — units with this profile that received on-site support within 14 days showed 62% recovery rate
2️⃣Assign dedicated business coach — similar units responded to 1:1 P&L reviews over 60-day sprints
3️⃣Enroll in marketing co-op program — flagged units in same DMA saw 14% revenue lift from local campaign support
Monthly Revenue
$84K$108K avg$142K top
Customer Retention
52%71% avg89% top
Operational Score
6184 avg97 top
Estimated franchise system value preserved through early intervention$1.2M / year
6–9 mo
Early Warning Lead
62%
Recovery Rate
247
Units Monitored Daily