The clearest ROI case for Cleanslate is simple: kitchens are spending too much labor on scraping and pre-wash handling, and that cost repeats every single meal period. When that step is automated without a full kitchen overhaul, payback arrives quickly.
The Actual ROI Case
Our current model shows a 4-month payback period and at least an 88% first-year return. These figures are not industry estimates. They were calculated by Jason together with dining hall managers at UIUC based on ISR and Hendrick House conditions.
The biggest driver in that model is labor. Dishrooms repeatedly assign employees to a wet, repetitive scraping step that adds little strategic value but costs real time every shift. Cleanslate removes that burden, standardizes plate condition before wash, and lets teams use employees where they are more valuable.
Why the Payback Is So Fast
Fast ROI depends on two things happening at once. First, kitchens save on the labor hours tied up in scraping, residue removal, and dishroom backups. Second, they do not have to absorb the cost of a major rebuild to get those savings. Because Cleanslate is a retrofit solution, the kitchen keeps running and the value starts earlier.
That combination matters. A system that saves labor but requires a long shutdown weakens its own business case. A system that installs quickly and immediately reduces manual pre-wash work creates a much shorter path to payback.
ISR Model
ISR serves roughly 2,500 students per meal, and dishroom plate scraping currently relies on 4 student workers and 1 full-time worker per shift. With Cleanslate's first-generation setup, that handling load drops to 3 workers, effectively taking the dishroom labor requirement from 5 people to 3 for that part of the line.
Hendrick House Model
Hendrick House represents a smaller dining operation, serving roughly 320 students per meal. In this setup, dishroom scraping is typically handled by a single worker operating around 40 hours per week at an average wage of $15 per hour.
Because the operation already runs with minimal staffing, Cleanslate does not eliminate a position in this environment. At least one worker is still required to manage dish flow, handle exceptions, and maintain throughput.
Labor Assistance Is the Core Benefit
This is not just about replacing a task with a machine. It is about helping kitchens use their employees better. Instead of staffing the most repetitive and unpleasant dishroom work, managers can move people toward roles that support service, consistency, and operational flexibility.
That is why labor savings show up so strongly in the ROI. Cleanslate does not ask the kitchen to become a new facility. It helps the current team spend less time scraping plates and more time doing work that matters elsewhere in the operation.
A Note on Scale
Scale is the primary driver of ROI. The UIUC comparison shows that Cleanslate delivers the strongest financial returns in large dining operations like ISR, where multiple workers are assigned to repetitive dishroom tasks. In smaller environments like Hendrick House, the same workflow improvements apply, but the limited staffing reduces the direct economic impact.
Notably, in environments that operate year-round, like hospitals and hotels, the return becomes even stronger. Because dishroom labor runs continuously across all 365 days, reducing just two workers can translate into over $120,000 in annual savings, with payback periods as short as 3 months.