Engineering Case Study · Wilco Imaging
Built to weather anything —
protecting vision tech for the outdoors
Machine vision is no longer just an industrial tool. When a depth-sensing camera needs to live outdoors year-round, the engineering challenges get interesting.
There's a wide gap between deploying a vision system in a climate-controlled facility and deploying one in a residential backyard. Rain. Heat. Humidity swings. Dust. Sun. The hardware might be capable — but without the right environmental strategy, none of that capability makes it past the first season.
Wilco Imaging was brought in to close that gap for a consumer sports analytics platform. The challenge: make a sophisticated depth-sensing camera reliable enough to live outdoors, permanently mounted, without adding installation headaches or blowing out cost targets.
The challenge
More than just keeping it dry
Most people's first instinct is waterproofing — seal it up and call it done. But outdoor electronics face a more nuanced threat environment. Our initial assessment surfaced four distinct problem areas that any credible solution would need to address.
The condensation problem tends to get underestimated. When a sealed enclosure heats up during the day and cools at night, that temperature differential drives moisture toward sensitive surfaces — optical elements, electrical contacts, connectors. Over months, it's often this internal cycling that causes failures, not a single rainstorm.
Our approach
Engineering evaluation and concept development
Rather than defaulting to the most obvious solution, we ran a comparative analysis across multiple protection strategies — weighing each against a consistent set of criteria: water ingress protection, dust resistance, condensation control, mechanical robustness, ease of installation, manufacturing complexity, and long-term scalability.
The resulting design direction centered on a dedicated enclosure system built around the sensor interface and cable connection. But enclosure design at this level isn't just about sealing — it's about managing what happens inside over years of thermal cycling. That meant evaluating venting strategies, desiccant integration options, and material choices that would reduce the risk of moisture accumulation without adding maintenance burden to the end user.
“A sealed enclosure that traps moisture is often worse than no enclosure at all. The design had to breathe in a controlled way.”
Mechanical reliability over time was treated as a first-class requirement — not a post-launch concern. Cable management, mounting alignment, and vibration tolerance were all addressed during concept development so that the system could handle years of installation stress without degrading.
Looking ahead
Designed to scale from prototype to production
The project didn't stop at a prototype-ready concept. Because the anticipated deployment volumes are substantial, every design decision was evaluated through the lens of manufacturability and supply chain realism. Early choices that make sense at low volume can become production bottlenecks — we tried to eliminate those tradeoffs before they became locked in.
The output of this phase included a pathway from engineering concepts to physical hardware: assembly process recommendations, material sourcing considerations, and cost optimization opportunities that would allow the product to scale without requiring fundamental redesign.
Wilco Imaging established a clear, validated path toward an outdoor-ready vision platform — one that addresses the real reliability risks of outdoor electronics while staying manufacturable and consumer-friendly. Prototype validation, pre-production planning, and large-scale deployment readiness were all addressed as part of the same engagement.
