Blog
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…
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Building AI That Understands Physical Retail
June 2026
Retail AI hallucinates when it lacks commercial context. Pensa built a World Model for Retail…
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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…
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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…
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Pensa Earns Fourth Retail Technology Breakthrough Award
April 2026
Pensa has been recognized by RetailTech Breakthrough in its 2026 awards program. This is the…
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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…
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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…
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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…
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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…
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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…
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Meet Pensa at Groceryshop 2025
September 2025
The only event connecting grocery & CPG leaders on a global scale. September 28 -…
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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…
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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;…
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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…
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Introducing the Elevate Coalition
January 2025
Today we are thrilled to announce the formation of a new industry coalition meant to…
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Meet Pensa at NRF 2025
January 2025
The world’s largest retail conference, in New York City on January 12-14. Visit the Pensa…
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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…
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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…
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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…
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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…
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