Healthcare
Validate routes around patient care, infection-control protocols, traffic, sound acceptance, and facility documentation requirements.
- Approved cleaning windows
- Route and exception review
- Site-specific protocol validation
Source-linked customer proof
Cleaning Robot Results,With the Assumptions Visible
Review a published operations snapshot, see what was measured, and separate historical activity from modeled savings and ROI. Your site assessment uses your routes, labor inputs, utilities, operating costs, and approved cleaning windows.
Published case-study snapshot
644,632 sq ft
Cleaned-area snapshot
Published August 2025 case study
345+ hours
Recorded robot uptime
Not active cleaning time
$5–6K/mo
Estimated savings
Based on the stated hourly labor rate
~9–12 mo
Approximate ROI
Modeled estimate, not achieved payback
Published Case Study
Dutchman's Store
The August 18, 2025 source documents daily CenoBots L50 routes at a 50,000 sq ft retail facility in Cantril, Iowa. Its monthly figures are a historical snapshot, not a portfolio average or a performance guarantee.
How to read these numbers
- Cleaned area and robot uptime are values reported in the published monthly snapshot.
- Robot uptime is not labeled as active cleaning time.
- Savings are an estimate based on the stated hourly labor rate, not payroll-verified savings.
- Approximately 9–12 months is modeled ROI, not proof that payback was achieved.
- Current fleet size and current-month performance may differ from the historical case snapshot.
What Your Site Assessment Should Validate
These are buyer-planning considerations, not claims about named customer results.
Education
Evaluate gyms, corridors, cafeterias, events, seasonal schedules, and how equipment will be recovered when a route is interrupted.
- Building-by-building route study
- Event schedule coordination
- Custodial workflow fit
Senior Living
Review resident routines, mobility devices, dining schedules, sound acceptance, and the boundaries between autonomous and staff-led work.
- Resident-safety review
- On-site sound validation
- Supervised route acceptance
Retail & Industrial
Map open-floor routes, aisle widths, loading activity, debris type, traffic, utilities, and the operating window available to the robot.
- Floor and debris assessment
- Utilities and workstation plan
- Real-world route trial
Our evidence standard
A named public case study requires both publication approval and a source that supports the claims shown. Customer relationships, equipment assignments, or internal operating data are not by themselves permission to publish a customer story, logo, quote, savings, or facility detail.
Build a Site-Specific Business Case
We'll map the route, test the floor, identify the compatible workstation and utilities, and model capacity using your operating window and cost inputs.