Thought leadership on enterprise AI, cloud solutions, and technology innovation.
We recently deployed an enterprise AI workflow for a manufacturing and supply chain technology company designed to automate one of the most painful operational bottlenecks inside finance organizations: annual audit sample retrieval and fulfillment.
Hear from our Chief Innovation & Research Officer—and the lead behind PRR’s human services, human trafficking, and impact initiatives—as he shares his powerful journey. From experiences with incarceration, substance abuse, institutional systems, child abuse, and domestic violence to celebrating nine years of sobriety, his story is the foundation of the impact-driven work we take on at PRR. Over the past decade, he has dedicated his efforts to transforming lived experience into research-informed, technology-driven solutions that help organizations deliver better outcomes for the communities they serve. His work focuses on bridging real-world insight with evidence-based innovation—ensuring technology not only captures data, but also drives understanding, compassion, and meaningful change.
In modern manufacturing, quality isn’t just a KPI, it’s a competitive advantage. In a recent engagement with a large global manufacturing and supply chain organization, the challenge was clear: defect detection on high-throughput assembly lines was still heavily dependent on manual inspection. This led to inconsistencies, missed defects, and costly rework. The ask wasn’t just to “add AI.” It was to reimagine quality inspection as an intelligent, automated, and continuously improving system without disrupting production.
