Nearly six years ago Walmart sent 500 shelf-scanning robots home after concluding that workers picking online orders could see the
Conversations On Retail
July 20, 2026
Retailers and brands are under more pressure than ever to execute flawlessly in-store. Yet despite billions invested in data and analytics, one of the biggest blind spots remains what’s actually happening on the shelf.
That’s why Snap2Insight was created: to bring truth and precision to retail execution.
In this Solution Spotlight, Praveen Gopalakrishnan, Co-Founder and CEO of Snap2Insight, shares how his team is using AI-powered image recognition to give brands and retailers instant visibility into shelf conditions, turning every store visit into an opportunity for action and growth.
Praveen’s story began at Intel Labs, where he led computer vision research focused on retail environments. During a collaboration with Walmart, he recognized how the lack of real-time, in-store visibility was costing brands sales and productivity. That realization became the foundation for Snap2Insight, a platform designed to help teams see more, know more, and do more.
By transforming store photos into instant, actionable insights, Snap2Insight helps field teams correct issues before leaving the aisle and gives brand leaders the data they need to improve execution, compliance, and promotion performance.
About Praveen Gopalakrishnan & Snap2Insight
Praveen Gopalakrishnan is an innovator with 20 U.S. patents in wireless communications, image analytics, and software systems. Before founding Snap2Insight in 2016, he led computer vision projects at Intel Labs, where he explored how AI could transform in-store retail visibility.
Today, Praveen and his team serve some of the world’s leading CPG brands, including Pepsi, ITG, and Clorox, helping them improve shelf execution, empower field teams, and drive measurable sales growth.
Snap2Insight replaces slow, manual audits with real-time insights powered by advanced AI and deep learning. The result is faster decisions, higher productivity, and a more accurate view of what’s really happening on the shelf.
Learn more: https://snap2insight.com
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