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At Shelfmark we have visited 100+ middle market manufacturers in the last year. They have 3 things in common: - They struggle to find labor. - Nearly all manually inspect their products. - They want to automate with AI, but solutions are not built for them. We launched Shelfmark AI visual inspection to solve these problems for 20,000 US middle market manufacturers. We automate visual inspection to improve quality 10x and create an 8x ROI. We've launched our first product in this suite, PrintHawk, for decorated apparel manufacturers. I'd love to chat with manufacturers that face the same challenges. Reach out! Thanks to the Pittsburgh Business Times and Jake Dabkowski for the feature in last week's cover story on Pittsburgh AI. https://lnkd.in/eBzGwQfj