The Ledge Blog
ISO and Quality Management Articles
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PPAP Made Simple: Cut Costs, Save Time, and Pass on the First Try
PPAPs are meant to reduce risk, not create it. Yet for many manufacturers, the Production Part Approval Process has become a recurring source of frustration, rework, and unexpected cost....
Don’t Miss the AI Flight: Why Businesses Must Act Now
Artificial intelligence is no longer a future concept or an experimental tool reserved for tech companies. It is becoming a fundamental part of how businesses operate, compete, and grow. The...
AI in Manufacturing: How Ledge Is Changing Quality and Compliance
Artificial intelligence is already changing how manufacturers manage quality and compliance. The difference between success and frustration often comes down to how AI is applied. When implemented...
Why Businesses Fail (and How Ledge Builds Systems that Scale)
Most businesses do not fail because their products are bad. They fail because their systems do not scale. That reality shows up most clearly in quality management, compliance, audits, and supplier...
Unlocking AI’s Potential in Manufacturing: A Conversation with Adam Marsh (Part 2)
In the second half of our conversation with Adam Marsh, President of Ledge Inc. and CEO of AD20 Quality, we look beyond the shop floor to explore how AI is reshaping education, estimating,...
Unlocking AI’s Potential in Manufacturing: A Conversation with Adam Marsh (Part 1)
In this first installment of our discussion with Adam Marsh, President of Ledge Inc. and CEO of AD20 Quality, we explore how AI is changing manufacturing quality. Adam shares how his background on...
Let Them: How a Simple Philosophy (and a Dash of AI) Can Rescue Manufacturers from Firefighting
If you’re leading a manufacturing team and feel like your inbox is a live feed of emergencies, this one’s for you. I’ve been diving into the book Let Them by Mel Robbins, and have been thinking...
The Human Factor: Why People Still Drive Quality in the AI Era
Introduction: Frictionless Doesn’t Mean Faceless You’ve probably seen a lot from our team lately about AI—its capabilities, its potential, and how it’s reshaping the way we work. So let’s be clear:...
Contract Review Just Got Smarter – Kicking Off Your AI Agent Journey
Let’s face it—contract review in manufacturing is often a bottleneck. It can be slow, complex, and prone to risk—especially when done under pressure. RFQs come flying in, terms pile up, flowdowns...








