The Complete Pre-Deployment Checklist for AI in Electronics Manufacturing
Every quarter, I review AI deployment proposals from teams across our contract manufacturing organization, and the pattern is consistent: ambitious goals, impressive vendor demonstrations, and detailed technical specifications. What's almost always missing? A systematic evaluation of whether our operations are actually ready for the technology being proposed. The gap between "this AI tool looks promising" and "our facility can successfully deploy this AI tool" has cost our industry millions in failed implementations, and the solution isn't better algorithms—it's better preparation. Before committing resources to any AI Deployment in Electronics Manufacturing initiative, a comprehensive readiness assessment protects against the most common failure modes. This checklist emerged from watching dozens of implementations across EMS providers—some successful, many not—and identifying the factors that actually predicted outcomes. It's not theoretical; every...