Why Visual AI Projects Are Failing - And How To Fix Them
Techstrong.ai, Wednesday, October 8th, 2025
In this Techstrong.ai Leadership Insights Interview, Voxel51 CEO Brian Moore dives into the current state of visual artificial intelligence (AI) adoption and the journey ahead.
Brian Moore discusses why so many visual AI projects-those designed to detect, analyze, or automate vision-based tasks-struggle to reach production.
Moore notes that while AI's promise in fields like manufacturing, logistics, and workplace safety is enormous, most initiatives remain stuck in the experimental phase. Studies, including from Harvard Business Review, show that as many as 70% of enterprise AI projects never make it into production. The reasons, he says, are rarely about technology alone.