insight
Pensa Expands AI Platform to All of Retail:
Future Retail Strategies Start with AI That Understands the Store
July 2026
Two new patents, the physical retail evolution, and why a World Model (not a better…
Building AI That Understands Physical Retail
June 2026
Retail AI hallucinates when it lacks commercial context. Pensa built a World Model for Retail…
The Vigilance Decrement and Mustard Jar Problem: How AI is Helping
May 2026
A very large percentage of time and precious concentration for workers in retail grocery aisles…
AI is Here to Help. But Who’s in Control?
May 2026
Before we let AI take over missiles, I’d rather we figure out how it should…
Pensa Earns Fourth Retail Technology Breakthrough Award
April 2026
Pensa has been recognized by RetailTech Breakthrough in its 2026 awards program. This is the…
Pensa Expands its AI Platform to All of Retail and Its Supply Chain
April 2026
After proving Vision AI at the shelf, Pensa has extended the same platform across every…
Vision AI for Retail Planning & Execution – Series Hub
October 2025
Welcome to our blog series exploring how Vision AI and retail image recognition are transforming…
See, Interpret, Act: Vision AI for Modern Shelf Audits
October 2025
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
September 2025
If you’re still sidestepping the aisle, snapping pictures, and stitching them together, you’re doing extra…
The Rise of Vision AI: Understanding the Future Beyond Image Recognition
September 2025
You’ve probably heard the terms “digital image recognition” and “vision AI” thrown around, and you…
Meet Pensa at Groceryshop 2025
September 2025
The only event connecting grocery & CPG leaders on a global scale. September 28 -…
Vision AI and the Ecosystem Behind Modern Retail Planning & Execution
September 2025
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
August 2025
Data alone won’t close execution gaps. In today’s retail environment, teams need more than visibility;…
Pensa Solution Spotlight with Conversations on Retail
March 2025
Pensa’s CEO, Richard Schwartz, recently sat down with Matt Fifer at Conversations on Retail for…
Introducing the Elevate Coalition
January 2025
Today we are thrilled to announce the formation of a new industry coalition meant to…
Meet Pensa at NRF 2025
January 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
June 2024
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
April 2024
Artificial Intelligence is a prevalent topic in the consumer-packaged goods industry (and pretty much every…
The Case for Change in CPG Demand Planning
December 2023
A Two Trillion Dollar Problem The Consumer Packaged Goods (CPG) industry is one of many…
How Accurate is your Stock-out Accuracy?
October 2023
Artificial Intelligence to improve in-stock levels I recently attended Groceryshop 2023 and unsurprisingly, the agenda…