We Build Systems That See.

Computer vision engineering is the process of building software systems that extract meaningful information from images and video. This includes detecting and tracking objects, recognizing faces, reading text, measuring distances, and understanding scenes — then turning those observations into actions like alerts, analytics, or physical controls.

It depends on complexity. A prototype on your data typically takes 4-6 weeks and costs $5K-15K. A production-ready system with edge deployment, dashboards, and ongoing support ranges from $15K-50K. We scope every project before quoting — no surprises.

A working prototype on your actual data and environment takes 4-6 weeks. Production hardening (error handling, monitoring, edge cases, integration) adds another 8-12 weeks. Total concept-to-deployed system is typically 3-5 months.

We work with whatever you have. Most projects use existing CCTV or IP cameras. If the camera quality or placement isn't suitable for your use case, we'll recommend specific hardware — but we always evaluate your existing setup first.

We've shipped CV systems for retail (store analytics), transit (passenger counting), and industrial applications. The engineering principles are the same across industries — detection, tracking, classification, and action. If your problem involves cameras and data, we can likely help.