This is a submission for the Gemma 4 Challenge: Build with Gemma 4
What I Built
I built Ops Assist, an AI-powered manufacturing troubleshooting assistant designed for factory operators and industrial troubleshooting workflows.
The idea came from working in manufacturing environments where troubleshooting systems are often static, difficult to search, and unable to adapt to unusual combinations of symptoms or operator descriptions.
Traditional troubleshooting systems typically work like rigid decision trees:






