Cobot ROI in Fresno: Labor Hours, Lease Cost and Payback

What return can a business in Fresno expect from a cobot?

Cobot ROI in Fresno comes from one place: the labor hours a robot takes off a defined task. The value of those hours is set by the government wage data on this page for Laborers and Freight, Stock, and Material Movers, Hand work, and the return is that value minus the cost of the lease and setup. A cobot that sits idle, or that takes only a small slice of a crew's shift, returns very little, so the real question is whether its task is big and steady enough to matter.

Expect a range, not a point. Two facilities of the same size can run their repetitive work in very unlike ways, and those patterns decide where the result lands. The calculator on this page shows a low and a high savings range from the inputs you enter. This text explains each input so you can check it against your own floor, and the low end is the one to plan around.

What does the Fresno labor picture show about this work?

The best local signal is employment in the sectors that hold this kind of work. According to the California Employment Development Department's Fresno-Madera metro table, manufacturing stood at 27,800 jobs in April 2026, down about 100 from a year earlier, and all of the manufacturing losses were in non-durable goods. A sector that is not adding people is one reason to plan around the hours you already have, rather than assume a growing pool of workers to draw on.

Transportation and warehousing moves more. The Federal Reserve Bank of St. Louis puts seasonally adjusted employment in this sector for the Fresno metro at about 18.6 thousand in January 2026, up from about 18.2 thousand in November 2025, according to its FRED series. The REIS table shows the sector at 27,727 in 2019 and 38,220 in 2022. These are separate measures, so read each on its own. A GV Wire report from May 2025 said transportation and warehousing lost 1,600 jobs between December and March, which shows how fast the count can swing.

Layoff notices are a separate count. A WARN-notice tracker lists 46 manufacturing layoff notices in Fresno County. That counts notices, not workers, so it shows where employers have signaled cuts and not how many people left.

Injury data gives the other side. According to the Bureau of Labor Statistics, warehousing and storage recorded a total recordable case rate of 4.8 per 100 full-time workers in 2024, with days-away cases at 1.5 on the same basis. These are national figures, not Fresno's, but they show that repetitive lifting carries real cost beyond wages. Any injury saving depends on which tasks the robot takes, so check your own logs during the assessment.

Adoption is broad. According to the International Federation of Robotics in its 2026 President's Report, about 66,000 cobot units were installed in 2025, which it puts at 11% of industrial robot installations, and global installations reached 603,000 units that year. The same report says cobot growth of 7% ran below the overall market for the first time. An earlier IFR release put cobots at 10.5% of industrial robots installed worldwide in 2023. Adoption is growing, but the trend alone does not justify a robot. Your hours do.

How does the ROI math work, step by step?

The calculator runs four steps. First it counts the hours per period of the work the robot can take over, using the Laborers and Freight, Stock, and Material Movers, Hand work on your floor. Second it values those hours at the government wage data on this page, shown in the panel beside this text for this city. Third it applies the share of those hours a robot realistically takes, which is almost never all of them. Fourth it subtracts the lease payment and any setup cost in the quote to reach the net return each period.

The share does most of the work in the math. A robot that runs most of a repetitive cycle but hands exceptions, changeovers and quality checks back to people saves far less than the raw hours suggest. For that reason the calculator shows a low and a high share, and the spread between them is the range to plan around. Test the low share against your budget first.

For the planning example on this page we assume a crew of four people doing this work at one site. We did not find a published headcount for this job at one site, so treat four as a placeholder to replace with your own roster. The gross offset is the hours on that task, valued at the local wage and then multiplied by the share. The lease payment comes off that offset, and what remains is the return you measure against.

Payback is the point where cumulative net return has covered setup across the lease term. The quote fixes the term and the payment, so you can check the calculator's estimate against actual terms rather than an assumption.

Which hours does the robot actually take over?

Only work with a stable cycle is a good candidate. Palletizing finished cases at a fixed station, moving product between two stations on a fixed route, and feeding a line from a staging point all fit that pattern. Work that depends on judgment, varied loads or frequent reconfiguration does not, or it needs a person close by. The table below lists the kinds of work this setting usually includes and how the hours shift when a robot takes part of them.

The hour figures are the number you need, and we found no public source that gives them for this setting. Measure them from your own shift logs and a short time study during the free site assessment. Until then the table shows the structure of the offset, with the hours left for you to fill in.

Read the two columns with care. The today column describes a share of a shift, not a headcount, so one robot can pull hours from several people. The with-robot column keeps people on work that needs judgment, including checks on what the robot produces.

Where in the building does the robot work?

Each zone below is a place where a robot's route or station sits. Start the assessment in the zones where the work repeats most, because that is where the share can be defended. Zones with exceptions and mixed loads stay with the crew.

Keep robots on fixed routes and stations, and keep staging and exception handling with people. That split holds the realistic share close to the part of the work that truly repeats, and it keeps the crew's role clear on the floor.

What changes the number up or down?

The wage panel and the lease payment are fixed inputs to the math, so most of the movement comes from the items below. Each one can be checked before you commit, and most of them can be checked during the site assessment.

What are the risks to the return, and how do you avoid them?

The biggest risk is an inflated share. If the plan assumes the robot takes all of a task, the return drops as soon as exceptions arrive. Set the share from observed cycles, and keep the low case as the budget case.

Downtime is the second risk. A stopped robot takes its hours with it, and those hours go back to people or go undone. Ask how remote support, dispatch and repair are covered before you sign, and plan a staffed fallback for the cycle on the day a unit is offline.

The third risk is a crew that does not trust the robot. Trained staff who see it as a tool keep it busy, while untrained staff route work around it. Budget time for training and for the first measured stretch, not only for installation.

How long does it take to reach payback?

The timeline runs in stages, and payback comes last. The site assessment comes first, where the floor is mapped, the cycles are timed and the share is estimated. The quote follows, stating the lease payment and term. Installation and integration come next, then go-live support and crew training.

Payback is measured from go-live, not from the quote. The early stretch of operation checks the hours the robot actually takes against the plan, and the share is adjusted to what the floor shows. Payback arrives when net return has covered setup across the lease term, so a slow start pushes it out even when the cycle is sound.

Deployment can be phased where the floor allows, starting with one cycle and widening only after the numbers hold. That keeps early exposure small and lets the crew learn the robot before it carries more of the shift.

How do you get a precise figure from a free site assessment?

Service Robot Co. is a US commercial robot integrator. We pick the robot that fits the site, lease it through financing, deploy and integrate it, train the staff, and service it nationwide. For a Fresno site, the free site assessment is where the range becomes a figure. We map the floor, time the cycles you want automated, and set the share from what we observe rather than from a brochure.

Bring shift schedules, the task list by cycle, product volumes, a floor plan, and any injury or turnover logs for the crew. The assessment is where the hours get measured, and the quote follows from those measurements. It states the lease payment, the lease term and what service covers, so you can see the full terms before you decide how robot leasing fits your budget.

Then compare the quote with the low and high shares from the calculator, and use the low case as the decision point. If the low case still covers the lease cost within the term, the case is sound. If it does not, starting with one cycle is usually the cheaper way to learn more.