a US poultry plant bringing dark-meat deboning in-house
How a Poultry Plant Raised Thigh Deboning Yield 6% With Two Robotic Lines
A US poultry processor brought dark-meat deboning in-house with two automated thigh deboners, lifted yield six percent, and ran at full capacity with less training load.
- 6%
- Yield gain
- 2
- Deboners
- 100%
- Capacity
- Labor
- Reduced
Based on a documented real-world deployment. Figures are from public reporting; the organization is not named.

Outsourced deboning leaked yield and shelf life
A US poultry plant bringing dark-meat deboning in-house was shipping bone in thighs off site while also receiving boneless product from another facility. That back and forth drove purge loss, shorter shelf life, and extra food safety exposure on dark meat.
Manual deboning also carried high training cost and staffing pressure. Leaders needed to debone one hundred percent of thighs on site without sacrificing yield.
- Yield loss on outsourced thigh deboning
- Purge and shelf life risk from shipping
- Training burden on manual deboning lines
Greenfield dark meat cell with two robotic deboners
The processor ran a week long trial on representative product before committing. Test yields beat the existing process by several percentage points, which supported a dedicated dark meat building beside cut up and packaging.
Two automated thigh deboning lines were installed and ramped to full production. Operators shifted from hand knife work to supervising cells built for poultry hygiene and throughput.
- ROI modeling against manual and outsourced paths
- On site trial with plant specific thighs
- New building for dark meat deboning
- Install and train on two automated lines

Six percent more meat on every thigh

After go live, the plant reported a six percent yield increase on thigh deboning versus its prior baseline. Related purge and logistics issues tied to outsourced deboning were resolved as volume stayed on site.
Both robotic deboners operated at one hundred percent capacity while staffing and training costs linked to manual deboning fell. Leadership planned a third line as volume grew.
What poultry processors should take away

Dark meat deboning is a yield game measured in points, not anecdotes. A vendor neutral integrator can help you compare automated thigh systems, then finance, deploy, and service them through a nationwide network of regional service engineers.
Pilot trials on your own birds de risk the capex story before you pour concrete. Service Robot Co. maps the line, trains supervisors, and keeps one number for integration and emergency dispatch.