Revenue Protection Intelligence for Route-Based Services
Predict churn. Brief your RSRs. Protect recurring revenue.
A 90-day pilot proposal for the Greater Cincinnati branch
The Churn Problem at Scale
Industry Churn Rate
8–12%
Annual attrition in uniform rental
Rental Division Revenue
~$7.5B
Annual recurring revenue at stake
Cost of 1% Churn
~$65M/yr
Revenue lost per percentage point
Every cancelled $12K/year account represents $60K in lost revenue over a typical 5-year customer lifecycle. At industry churn rates, the rental division loses an estimated $600M–$900M annually to preventable attrition. Even a fractional improvement in retention creates enormous value.
Platform Capabilities
Service Shield
48–72 hour early warning before cancellation. Sentiment analysis on every service interaction flags at-risk accounts before the cancellation call comes in.
~$15K/yr
per save
per save
Churn Intelligence
Predictive scoring across all accounts using service history, complaint patterns, and behavioral signals. Continuous risk ranking so the branch always knows where to focus.
1% = ~$65M/yr
0.1% = $6.5M
0.1% = $6.5M
Route Intelligence
AI morning briefings delivered at 5:30 AM. Every RSR starts the day knowing which accounts need attention, what to say, and what to upsell — stop by stop.
Upsell + retention
at every stop
at every stop
Rep Coaching
Data-driven branch performance visibility. Scalable across 478 branches — replaces gut feel with measurable, repeatable patterns.
478 branches
scalable
scalable
Voice Agent
After-hours capture via (513) 822-5130. Never miss an at-risk signal when the branch is closed. Bilingual English/Spanish support.
24/7 coverage
after hours
after hours
Cincinnati Pilot — Live Proof
Accounts
500
Greater Cincinnati branch
Branch Revenue Scope
~$6M
Annual recurring
Pilot Duration
90 days
No long-term commitment
Live From the Scoring Engine
Revenue at Risk
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Critical Accounts
—
High Risk
—
Avg Contract Value
$12K
Conservative estimate: 10-30 accounts saved per year with proactive outreach
Based on AI scoring of 500 Cincinnati branch accounts
See full dashboard →
Pilot ROI Scenarios
| Conservative | Moderate | Optimistic | |
|---|---|---|---|
| Accounts Saved / Year | 10 | 20 | 30 |
| Revenue Retained | $120K | $240K | $360K |
| Margin Impact (22.8%) | $27.4K | $54.7K | $82.1K |
| ROI Multiple | 1.6x | 3.2x | 4.8x |
Breakeven: 7–13 accounts saved pays for the full pilot — less than 3% of at-risk accounts
Pilot Structure
Proof of Concept
60-Day Sprint
Service Shield + Churn Scoring
500 Cincinnati accounts, CSV from SAP
Deliverable: Retention lift report at Day 60
Full Pilot
90-Day Program
All 5 capabilities deployed
Salesforce + SAP integration
Deliverable: Full ROI report + enterprise scale recommendations
The pilot pays for itself if it saves 13 accounts. Pricing scoped to your branch size — let's discuss on a follow-up call.
Enterprise Scale: 478 Branches
If Cincinnati results hold across all branches
Branches
478
×
Saved/Branch/Yr
5–15
×
Avg Contract
$12K
=
Revenue Protected
$28.7M–
$86M
$86M
Annual Margin Impact
$6.5M – $19.6M
At 22.8% operating margin
Platform Cost
<1%
Of retained revenue
Post-Pilot: Enterprise Options
Enterprise pricing scoped after pilot results. Let's discuss on a follow-up call.
Risk Mitigation
✓
No long-term contract — fixed engagement, walk away at Day 90
✓
No production system access — CSV exports only, no SAP credentials
✓
No data residency risk — 90-day auto-expiry, instant kill switch
✓
No AI training on your data — zero-data-retention API, contractually guaranteed
✓
No organizational disruption — one branch, one champion, one CSV export
✓
Full security documentation available — view data handling & security details →
Proposed 90-Day Pilot
What Cintas Provides
1.
SAP CSV Export (Read-Only)
Standard query against SD/PM/TM — your team already knows how to run this.
2.
One Branch (Greater Cincinnati)
~500 accounts. Contained scope, measurable results.
3.
Branch Manager Champion
One person to validate insights and provide feedback during pilot.
What Cafecito Delivers
1.
Live Dashboard in 30 Days
500-account churn scoring, risk map, priority rankings — all operational.
2.
RSR Morning Briefings by Day 45
AI-generated route intelligence with talking points, every morning at 5:30 AM.
3.
Measured ROI at Day 90
Retention lift report: accounts saved, revenue protected, margin impact — real numbers.
Timeline
Week 1-2
DPA signed, SAP export configured, data validated
Week 3-4
Live scoring on Cincinnati branch, dashboard operational
Week 5-8
RSR briefings live, branch team feedback loop
Week 9-12
Full pilot results, ROI report, scale decision
Schedule the Pilot Kickoff Call →
evan@cafecito-ai.com
Pilot can begin with synthetic data while your infosec review is in progress.