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  5. 48% More Throughput: Immediate Results at RMR Solutions

48% More Throughput: Immediate Results at RMR Solutions

RMR Solutions increased throughput and consistency while reducing employee strain by deploying a FANUC CRX cobot for repackaging.

Solution By
ARC Engineering Solutions, Inc.
ARC Engineering Solutions, Inc.
Published
April 21, 2026
Last Updated September 2, 2026
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ARC Engineering Solutions, Inc. Video courtesy of ARC Engineering Solutions, Inc.
A white and green collaborative robot arm equipped with a custom black end-of-arm tool erects a cardboard box in a warehouse, with a conveyor of sealed cases labeled "RMR" in the background.
QR code to view the full case study

Scan to watch the video

https://www.fanucamerica.com/case-studies/48-more-throughput-immediate-results-at-rmr-solutions

Challenges

01

Manual case packing required employees to handle thousands of boxes per day

02

Physical requirements made the work difficult to sustain

03

Limited floor space made traditional fenced, industrial automation less practical

04

A solution was needed for first-time automation deployment

Results

Statistics graph line

Improved consistency through repeatable robotic cycle times

Optimization

Increased daily throughput 48% from approximately 2,500 to 3,700 cases

Safety protection shield

Reduced physical strain associated with repetitive manual packing

Hard hat

Lower employee turnover

Motion flexible

Flexible handling of multiple case sizes without frequent tooling changes

A white and green collaborative robot arm equipped with a custom black end-of-arm tool erects a cardboard box in a warehouse, with a conveyor of sealed cases labeled "RMR" in the background.

Story

Prior to automation, RMR Solutions relied on manual labor to repackage products for retailers and Amazon. A dedicated team of five to six employees handled thousands of cases each day, moving boxes that weighed about 10 pounds each. While the process was effective, it placed significant physical demands on the team and limited the company’s ability to scale efficiently.

Looking to enhance output while improving ergonomics for its employees, RMR partnered with ARC Engineering Solutions to evaluate its options. Rather than starting with technology, the teams focused first on defining goals and identifying the right place to begin. As a company new to automation, RMR needed a solution that could integrate easily into its existing operation and support employees working alongside new technology.

The solution centered on a FANUC CRX collaborative robot, selected for its emphasis on safety and ergonomics. Designed to work alongside people, the CRX fit well within RMR’s available floor space and made the transition to automation more manageable. ARC Engineering paired the robot with custom end-of-arm tooling to handle multiple case sizes and support efficient changeovers.

Programming changes can be made directly at the master board, eliminating the need to frequently change tooling and reducing downtime during line changeovers. This flexibility allowed RMR to treat the cell as a one-size fits all packaging solution across a variety of products.

Since implementation, RMR Solutions has seen measurable results. Best day output increased from about 2,500 cases to an average of roughly 3,700 cases per day. The company also experienced a significant reduction in employee turnover, with only one departure in the past 12 months compared to quarterly turnover previously.

The collaborative automation project has helped RMR remain consistent and effective across production, quality control, warehouse organization and shipment priorities. With discussions already underway for a second phase, the FANUC solution provides not only immediate gains, but a strong foundation for long-term growth.

Emily Mayer
"

Before we had the cobot in place, we were doing around 2,500 cases on our best day. We are averaging pretty consistently around 3,700 cases a day now.

Emily Mayer Vice President – RMR Solutions

FANUC Products Used

A white FANUC CRX-30iA collaborative robot arm with green accent rings, shown in an upright, extended pose against a plain white background.
Collaborative

CRX-30iA

The FANUC CRX-30iA is a heavy-lifting cobot with a 30kg payload, featuring wrist buttons for direct, simple teaching and customization.

Max Payload:
30 kg
Reach:
1889 mm
View CRX-30iA
ARC Engineering Solutions, Inc.
FANUC Authorized System Integrator

ARC Engineering Solutions, Inc.

Visit Website http://www.arcengsolutions.com
Rmr logo
End User

About RMR Solutions:

RMR Solutions was founded by a team of experts in mold remediation and cleaning who saw the need for effective and accessible solutions for both homeowners and contractors. Now, consumers & homeowners can benefit from the tools of the trade that the pros use on a daily basis. We are dedicated to delivering high-quality, easy-to-use products that effectively clean & protect. This passion expanded into helping thousands of households and businesses stay clean and safe. Tough problems require tough solutions and that's where RMR Solutions comes in. Those needing better, faster, & stronger cleaning, disinfectant, and mold removal products look to RMR as their trusted source for professional-grade solutions.

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