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About
Welcome to Yield:
The New Blog from Elementary
Every pioneering product has a unique vision. Yield, Elementary's new blog, is committed to sharing the stories, ideas, and perspectives that illuminate our journey towards a zero-defect world.
June 18, 2025
•
4 min read

Introducing VisionStream: AI That Teaches Itself to Spot Manufacturing Defects

The first machine vision system to learn quality standards by observing the production line, eliminating weeks of setup and delivering defect detection in seconds
Eddie Mancera
Head of Product
Latest
Articles
How to Vet a Machine Vision Integrator: 11 Must-Have Capabilities
Events
Elementary at PackExpo 2025: The AI Demo Everyone's Talking About
Vision Roundup
The Vision Roundup - Issue 2
Articles
Machine Vision Applications in Manufacturing: 20 Real-World Examples
Articles & Guides
See all
July 11, 2025
•
8 min read
How to Vet a Machine Vision Integrator: 11 Must-Have Capabilities
How to Vet a Machine Vision Integrator: 11 Must-Have Capabilities
Choosing the wrong machine vision integrator can derail your project before it starts. Use this guide to evaluate potential partners and ensure your investment delivers ROI—not headaches.
Eddie Mancera
Head of Product
July 8, 2025
•
8 min read
Machine Vision Applications in Manufacturing: 20 Real-World Examples
Machine Vision Applications in Manufacturing: 20 Real-World Examples
Machine vision isn’t just a futuristic concept—it’s already solving real problems on factory floors. This guide breaks down 20 real-world applications showing how manufacturers are using vision systems to improve quality, efficiency, and adaptability.
Eddie Mancera
Head of Product
July 7, 2025
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15 min read
Vision Systems for Packaging Inspection: The Essential Guide
Vision Systems for Packaging Inspection: The Essential Guide
Modern packaging lines operate at blistering speeds, leaving no room for manual inspection errors. Vision systems offer a scalable, automated solution to maintain packaging quality while reducing costs and minimizing risk.
Eddie Mancera
Head of Product
CASE STUDIES
See all
February 18, 2025
•
4 min read
Teaching Old Cameras New Tricks: How International Paper Added AI to its Existing Teledyne Vision System
Teaching Old Cameras New Tricks: How International Paper Added AI to its Existing Teledyne Vision System
When International Paper needed advanced inspection capabilities, they didn't replace their Teledyne vision system. They transformed it.
Eddie Mancera
Head of Product
April 9, 2024
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3 min read
Transforming Yogurt Packaging for Fairlife
Transforming Yogurt Packaging for Fairlife
A leading dairy brand revolutionizes yogurt packaging with Elementary's AI vision inspection, ensuring flawless lid placement and code accuracy at unprecedented scales
Anh Cao
Director of Demand Generation
October 3, 2023
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5 min read
Yamaha Implements Elementary's Next-Gen Machine Vision Solution
Yamaha Implements Elementary's Next-Gen Machine Vision Solution
Yamaha implements an Elementary next-generation machine vision solution to boost accuracy and reliability of inspections for their ATV and ROV production lines
Anh Cao
Director of Demand Generation
PRODUCT & DESIGN
See all
June 18, 2025
•
4 min read
Introducing VisionStream: AI That Teaches Itself to Spot Manufacturing Defects
Introducing VisionStream: AI That Teaches Itself to Spot Manufacturing Defects
The first machine vision system to learn quality standards by observing the production line, eliminating weeks of setup and delivering defect detection in seconds
Eddie Mancera
Head of Product
February 18, 2025
•
5 min read
Introducing VisionLink: Add AI-Powered Inspection to Any Machine Vision System
Introducing VisionLink: Add AI-Powered Inspection to Any Machine Vision System
Today, we're excited to announce VisionLink, a groundbreaking solution that adds AI-powered inspection capabilities alongside your existing machine vision systems.
Eddie Mancera
Head of Product
May 21, 2024
•
3 min read
Tool Tuesdays: Quality Events and Notifications
Tool Tuesdays: Quality Events and Notifications
At Elementary, we are transforming the role of quality managers from reactive troubleshooters to proactive problem solvers.
Ed Chan
Senior Product Manager
Recall Watch
See all
May 27, 2025
•
8 min read
The Aldi Salmon Recall: Undeclared Soy and the Systemic Failure of Food Labeling
The Aldi Salmon Recall: Undeclared Soy and the Systemic Failure of Food Labeling
Another day, another food recall. This time, it’s Aldi’s Atlantic Salmon Portions with Seafood Stuffing, subject to a voluntary recall by manufacturer Santa Monica Seafood on May 24, 2025.
Eddie Mancera
Head of Product
The vision roundup
See all
July 10, 2025
•
5 min read
The Vision Roundup - Issue 2
The Vision Roundup - Issue 2
Machine vision is becoming foundational infrastructure. Cloud platforms, embedded intelligence, and real-time AI are converging to make vision as fundamental to manufacturing as electricity.
Eddie Mancera
Head of Product
May 29, 2025
•
4 min read
The Vision Roundup - Issue 1
The Vision Roundup - Issue 1
Machine vision is having its "AWS moment" - the barrier to entry is collapsing fast. Hardware is getting more flexible, AI models are going open source, and deployment is getting simpler. That's going to change who can afford advanced vision automation.
Eddie Mancera
Head of Product
NEWS
See all
May 7, 2024
•
2 min read
Elementary Secures Strategic Investment from Rockwell Automation to Drive Adoption of AI Machine Vision for Manufacturing
Elementary Secures Strategic Investment from Rockwell Automation to Drive Adoption of AI Machine Vision for Manufacturing
Elementary, an innovator in AI-powered machine vision, proudly announces a significant milestone in its mission to redefine manufacturing automation with it’s AI-powered vision inspection.
Elementary
AI-Driven Vision Inspection
October 18, 2023
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3 min read
Elementary Named a 2023 IDC Innovator for Computer Vision AI-Enabled Visual Inspection
Elementary Named a 2023 IDC Innovator for Computer Vision AI-Enabled Visual Inspection
This recognition underscores our commitment to driving innovation in the AI vision inspection industry.
Elementary
AI-Driven Vision Inspection
July 17, 2023
•
1.5 min read
Welcome to Yield: The New Blog from Elementary
Welcome to Yield: The New Blog from Elementary
Every pioneering product has a unique vision. Yield, Elementary's new blog, is committed to sharing the stories and ideas behind our journey towards a zero-defect world.
Elementary
AI-Driven Vision Inspection
Events
See all
July 11, 2025
•
2 min read
Elementary at PackExpo 2025: The AI Demo Everyone's Talking About
Elementary at PackExpo 2025: The AI Demo Everyone's Talking About
We're excited to announce that Elementary will be exhibiting at PackExpo 2025! Come see the AI vision system that learns while you produce—no downtime, no data labeling, no vision experts required.
Eddie Mancera
Head of Product
April 4, 2024
•
1 min read
Arye Barnehama to Speak at Connected Manufacturing on AI Best Practices
Arye Barnehama to Speak at Connected Manufacturing on AI Best Practices
We're proud to announce that Elementary's CEO, Arye Barnehama, has been invited to speak at the prestigious Connected Manufacturing event on June 26, 2024, in Atlanta, GA.
Elementary
AI-Driven Vision Inspection
April 4, 2024
•
1 min read
Arye Barnehama to Speak on AI-Powered Machine Vision at Automate 2024
Arye Barnehama to Speak on AI-Powered Machine Vision at Automate 2024
We're excited to announce that Elementary's CEO, Arye Barnehama, will be sharing his expertise at Automate 2024 in Chicago, Illinois.
Elementary
AI-Driven Vision Inspection
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