Nassco Releases Analysis of Autonomous Cleaning Payback for Small and Mid-Sized Facilities

New Berlin, Wisconsin, USA, August 20th, 2026, FinanceWire

Labor savings is the top purchase driver, cited by 77% of respondents — AACEM/ISSA Autonomous Cleaning Survey, 2019

Nassco, Inc. has released a new analysis of research examining the investment case for autonomous floor scrubbers in small and mid-sized facilities.

The Nassco analysis examines findings from the 2019 AACEM/ISSA Autonomous Cleaning Survey, focusing on expected payback, labor efficiency, equipment use, and adoption. The analysis finds that roughly 70% of organizations evaluating autonomous cleaning expected to recover their investment within two years, while labor savings was the leading purchase driver.

Nassco based its analysis on the February 2019 AACEM/ISSA Autonomous Cleaning Survey, conducted by ISSA and the American Association of Cleaning Equipment Manufacturers, which received 250 complete responses from cleaning contractors, in-house service providers, and facility managers; no proprietary survey or original research was conducted, and the findings are presented as historical survey results and expectations rather than current market measurements or guarantees of facility-level ROI. 

The findings provide historical benchmarks for facilities evaluating whether autonomous floor equipment can support measurable productivity gains.

Nassco Identifies Payback as a Key Investment Benchmark

Nassco finds that respondents to the 2019 AACEM/ISSA Autonomous Cleaning survey anticipated relatively short payback periods for autonomous cleaning equipment. The survey reported that 27% expected payback within 12 months, 23% within 13 to 18 months, and 20% within 19 to 24 months.

Together, those categories represented roughly 70% of respondents. The result indicates that a substantial share of organizations evaluating autonomous cleaning viewed a two-year recovery period as achievable.

The expectation does not represent a guaranteed return, and that return can vary based on equipment utilization, eligible floor space, cleaning frequency, staffing, maintenance, and facility layout.

Nassco Highlights Labor Efficiency as the Primary Driver

Nassco's analysis identifies labor efficiency as a central part of the autonomous-cleaning investment case. Labor savings were cited by 77% of respondents as a purchase driver in the 2019 AACEM/ISSA survey.

For facilities, the potential benefit is not necessarily the elimination of cleaning positions. Autonomous equipment can instead handle predictable floor-care routes while employees focus on detailed cleaning, inspections, restrooms, and other responsibilities requiring direct involvement.

The strongest use cases are likely to involve facilities where employees already spend substantial time completing repetitive floor routes. Managers can estimate potential value by documenting existing cleaning hours and determining which portion of that workload can realistically be automated.

Nassco Examines Autonomous Scrubber Applications

Nassco also highlights the prevalence of scrubbers among organizations that have adopted autonomous cleaning. The 2019 AACEM/ISSA Autonomous Cleaning survey found that 89% of adopters reported using scrubbers, compared with 46% using vacuums and 32% using large-area sweepers.

Floor scrubbing can provide suitable automation opportunities, since recurring routes across predictable surfaces can often be structured around defined operating patterns. Open institutional floors, retail areas, warehouses, and broad corridors may offer practical applications.

However, Nassco notes that facility conditions remain important. Obstacles, irregular spaces, changing layouts, specialized cleaning requirements, and limited utilization can reduce the potential financial benefit.

Frequently Asked Questions

How quickly did organizations expect autonomous cleaning to pay back?

Nassco finds that roughly 70% of organizations evaluating autonomous cleaning expect to recover their investment within two years, based on the 2019 AACEM/ISSA survey.

What was the leading purchase driver?

Nassco identifies labor savings as the leading purchase consideration, cited by 77% of survey respondents.

What should facilities evaluate before investing?

Nassco recommends assessing cleaning workload, eligible floor space, route frequency, staffing, utilization, facility layout, maintenance, and training before calculating potential payback.

About Nassco, Inc.

Nassco, Inc. is a New Berlin, Wisconsin-based janitorial solutions and floor-care equipment provider founded in 1955. The company provides cleaning equipment and related solutions for commercial and institutional facilities, including automatic floor scrubbers and other floor-care technologies. More information is available at nasscoinc.com.

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