How to Pick an AI Quality Management Platform Withou...

> TL;DR: The QMS software market is full of overpriced enterprise tools and half-baked startups. What Actually Matters Start with 8D, not document control. Most QMS platforms treat 8D as an afterthought. 80% of your quality problems come through 8D and CAPA. Supplier portals are not optional. If you can't give suppliers a way to submit 8Ds directly, you're still managing through email. AI should be subtle. Auto-classifying NCs by severity, suggesting root cause categories, reminding you when checks are due — not a chatbot pretending to be a consultant. Moral of the story Don't try to replace everything at once. Fix your biggest pain point first. For most manufacturers, that's 8D and CAPA. The Hidden Cost One thing nobody talks about when buying a QMS: the cost of configuration. The enterprise tool I tried first cost $50K for the license plus $30K for implementation. That implementation took 6 months and required a dedicated IT person. For a factory with 3 quality engineers, that math don't work. The smaller platforms were cheaper but I spent my own time setting it up. In the end, the best ROI came from a platform that focused on one thing and did it well.