Reconext has a strong appetite for automation. Over the past year, that has included automated product intake, AI-assisted sticker and label removal, automated cosmetic grading, automated laptop cleaning and automated data erasure.
Each of those systems depends on the same thing: a process that is clear, consistent and primed to scale.
That principle is now shaping a major transformation of receiving operations at Reconext Reynosa.
Phase 1: Create a Stronger Operating Foundation
The first phase focused on bringing receiving work for different customer programs together. Instead of operating separate receiving processes and resources by account, Reynosa created a shared model where multiple programs can use the same standardized processes, workforce, and infrastructure.
That change allowed the team to standardize how receiving work gets done and use staffing more efficiently across programs. The Reynosa team also reports improvements to SLA commitments.
Consolidation also created more flexibility within the facility. The team was able to improve layouts across several existing programs and create additional capacity that can support new or expanding customer programs.

Phase 2: Add Automation to the Process
With a more consistent receiving structure in place, the next phase will introduce Pegasus into the operation.
Pegasus is Reconext’s AI-driven optical receiving and product-identification platform. In a single operator pass, it can capture a unit’s identity, condition, and receiving metadata and create an image-verified record that can support downstream workflows. It can identify products using visual cues like appearance and labels, while reducing the amount of manual scanning and data entry required during intake.
At Reynosa, the implementation will reduce manual effort while improving processing times and accuracy.
The work completed in Phase 1 gives that automation a stronger foundation. Standardized processes and a shared operating structure make it easier to introduce technology consistently across the receiving operation and extend it as customer requirements and volumes evolve.
Building for Scale
The broader goals of the initiative include stronger SLA performance, higher productivity, lower cost-to-serve and greater scalability.
For customers, that translates into a receiving operation designed to handle growth with greater consistency.
The Reynosa project also reflects an important part of Reconext’s approach to automation. Technology can create significant gains, but those gains begin with the process it is being asked to improve.
In Reynosa, we made sure we laid stable groundwork.

