Deployments That Pay for Themselves
These aren't vendor testimonials or staged demos. They're documented deployments across hospitals, universities, retailers, and senior living communities in the Upper Midwest — with real operations data from real facilities.
Dutchman's Store
One of the Midwest's largest specialty retailers — a high-volume store with hundreds of thousands of square feet to clean every month. This is their real operations data.
The Challenge
Dutchman's Store operates one of the largest specialty retail footprints in the region. The scale of daily floor cleaning required significant staffing — a predictable, recurring cost that scaled with store hours.
The question wasn't whether to automate — it was which robot could handle the volume, navigate reliably around product displays, and generate the throughput needed to make the economics work.
The Solution
The CenoBots L50 was deployed for after-hours autonomous operation — running the entire floor without staff supervision. The L50's 60L tanks and ~35,000 sq ft/hr coverage rate made it the right fit for the volume.
- After-hours autonomous runs — no disruption to store operations
- Full floor coverage logged and verifiable each session
- Retained staff redirected to detail cleaning and stocking
Year 1 Financial Summary
5-year estimate assumes 3%/yr wage growth and flat robot operating expenses. Payback period and monthly savings are from verified operational data; 5-year projection is derived.
Deployments Across Four Sectors
Every sector has different needs — compliance requirements, floor layouts, staffing constraints. Here's how autonomous cleaning works across each one.
Healthcare
Healthcare facilities operate under strict infection-control protocols and JCAHO documentation requirements. Autonomous scrubbers deliver consistent nightly coverage with automated session logs — timestamp, coverage area, and distance traveled — making compliance audits straightforward.
- Automated cleaning logs satisfy JCAHO documentation requirements
- Consistent path execution eliminates missed zones
- Quiet ≤64 dB(A) operation for overnight hospital corridors
- Handles high-traffic areas: emergency wings, patient corridors, lobbies
- Retained FTE redirected to restrooms, elevators, and special areas
- CenoBots L50 (large facilities)
- CenoBots L3 (wings and corridors)
Education
Schools and universities face predictable floor plans, large open corridors, and tight custodial staffing budgets. Autonomous scrubbers run evenings and weekends without overtime pay — delivering consistent results when staff aren't present.
- Evening + weekend autonomous runs with zero overtime cost
- Gym floors, corridors, and cafeterias — ideal autonomous environments
- Staff redirected from repetitive scrubbing to higher-value tasks
- Fleet management software tracks coverage and uptime across campuses
- Quick stop-and-restart for school event scheduling
- CenoBots L3 (K-12 corridors)
- CenoBots L4 (university common areas)
- CenoBots L50 (large campus buildings)
Senior Living
Senior living communities combine the documentation needs of healthcare with the space layout of hospitality. Quiet operation is non-negotiable. Autonomous scrubbers handle common areas, dining halls, and corridors while staff focus on resident care.
- ≤64 dB(A) operation compatible with nighttime resident rest
- Consistent, reliable coverage builds staff and resident trust
- Reduces physical strain on custodial staff (no heavy machine pushing)
- Common areas, dining halls, and corridors covered nightly
- Remote monitoring via fleet management software
- CenoBots L3 (standard senior living)
- CenoBots L4 (larger facilities)
Retail & Distribution
Large retail and distribution floors are the sweet spot for autonomous scrubbers — high square footage, predictable layouts, and daily cleaning requirements add up to sub-12-month payback periods in most cases.
- Open floor plans maximize autonomous coverage efficiency
- After-hours operation — no workflow disruption
- Daily coverage eliminates weekend staffing challenges
- Labor savings scale directly with floor area
- Verifiable cleaning records for food safety audits (distribution)
- CenoBots L50 (large retail / distribution warehouses)
- CenoBots SP50 (sweeping + scrubbing)
- CenoBots L3 (mid-size retail)
Organizations That Trust Sproutmation
Healthcare systems, universities, retailers, and senior living communities across the Upper Midwest.
A Note on Our Data
The deployment stats on this page come from actual operations — verified against real payroll records, robot session logs, and facility square footage measurements. We don't manufacture testimonials or extrapolate from ideal conditions. The Dutchman's Store figures (644,632 sq ft/month, 345+ hours uptime, $5–6K/month savings) are direct operational measurements. Sector-level highlights reflect patterns observed across multiple deployments in each category, not projections.
Deep-Dive ROI Analysis
Want the math behind these results? Our full methodology article walks through loaded labor cost calculation, autonomous coverage rates, and how to build your own business case — using the same framework we apply to every site assessment.
See What's Possible at Your Facility
We'll visit your site, map the floor, run the numbers, and tell you honestly whether autonomous cleaning makes sense for your operation. No pressure — just data.
We serve healthcare, education, senior living, and retail/distribution facilities across the Upper Midwest.