The Rise of Vision AI: Understanding the Future Beyond Image Recognition
You’ve probably heard the terms “digital image recognition” and “vision AI” thrown around, and you…
Vision AI for Retail Planning & Execution – Series Hub
Welcome to our blog series exploring how Vision AI and retail image recognition are transforming…
See, Interpret, Act: Vision AI for Modern Shelf Audits
If your “AI” workflow still means snapping photos for proof and waiting on people to…
How Motion-Based Vision AI Turns Shelf Data into Real-Time Insights
If you’re still sidestepping the aisle, snapping pictures, and stitching them together, you’re doing extra…
Meet Pensa at Groceryshop 2025
The only event connecting grocery & CPG leaders on a global scale. September 28 -…
Vision AI and the Ecosystem Behind Modern Retail Planning & Execution
If you lead a CPG brand, you don’t need more noise about “AI.” You need…
Retail Insights Unlocked: Why Retail Planning & Execution Need Vision AI Now
Data alone won’t close execution gaps. In today’s retail environment, teams need more than visibility;…
Pensa Solution Spotlight with Conversations on Retail
Pensa’s CEO, Richard Schwartz, recently sat down with Matt Fifer at Conversations on Retail for…
Introducing the Elevate Coalition
Today we are thrilled to announce the formation of a new industry coalition meant to…
Meet Pensa at NRF 2025
The world’s largest retail conference, in New York City on January 12-14. Visit the Pensa…
CPG Revenue Growth Management in the AI Era
A Bit of Background on RGM There’s been a recent resurgence of Consumer Packaged Goods…
Computer Vision and AI at Retail – Why “how” Matters
Artificial Intelligence is a prevalent topic in the consumer-packaged goods industry (and pretty much every…
The Case for Change in CPG Demand Planning
A Two Trillion Dollar Problem The Consumer Packaged Goods (CPG) industry is one of many…
How Accurate is your Stock-out Accuracy?
Artificial Intelligence to improve in-stock levels I recently attended Groceryshop 2023 and unsurprisingly, the agenda…
Sales, Share and Shipments
Mastering the Shopper Experience In the dynamic realm of retail, an unchanging truth persists: the…
Unlocking Potential at the Shelf
2023 has heralded an interesting time in the CPG industry. According to recent NIQ research,…
Top Takeaways from Winning the Shelf
The retail shelf remains the moment of truth for CPG brands. If your product is…
Pensa and Acosta join forces
Today, we are excited to announce our partnership with Acosta. There will be much more…
Facings, velocity, and out-of-stocks
To address out-of-stocks, retailers need to assure that there is adequate inventory on the shelf…
What is Machine Perception?
There was a great write-up recently by VentureBeat on Machine Perception entitled What Is Machine…




















