Hey Product Hunt! I'm Sam, solo developer behind ShiftArmor. I built this because manufacturing safety management is still stuck on spreadsheets and paper forms. Plants track OSHA incidents in Excel, schedule shifts on whiteboards, and only find out about risk patterns after someone gets hurt. ShiftArmor brings it all into one platform — shift scheduling, incident tracking, certification management, and an AI-powered risk engine that scores safety risk across your workforce in real time. Key things I'm proud of: Deterministic risk scoring across 18 factors (not a black box) OSHA-compliant incident tracking with corrective action workflows AI assistant that answers safety questions using your actual data Built-in training and certification tracking with expiry alerts Would love your feedback — especially from anyone in manufacturing, EHS, or operations. What would make this a must-have for your plant?

ShiftArmor

AI-powered safety & scheduling for manufacturing teams

AI-powered safety & scheduling for manufacturing teams