Selected case studies
Complex products. Clear decisions.
A selection of work spanning product strategy, Edge AI, connected hardware and global scale.
08
Project 01
Systems / Products / Scale
Building an 8-Camera Edge-AI Fleet Platform
↗Defining an industry-first multi-camera platform while balancing AI capability, video quality, storage, privacy, bandwidth, BOM and installation economics.
Product StrategyEdge AIHardwareConnected Devices
57%
Project 02
Systems / Products / Scale
Redesigning a Multi-Device Installation Experience
↗How field research and systems thinking transformed a fragmented Driver•i + HubX installation workflow and reduced installation time by more than 57%.
Product DiscoverySystems ThinkingUXOperations
AI
Project 03
Systems / Products / Scale
Building a Global Edge-AI Device Portfolio
↗End-to-end product ownership across a family of connected devices, from market research and hardware requirements through engineering, certification, GTM, deployment and field lifecycle.
Portfolio StrategyIoTEmbedded SystemsGTM