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**ForgeSense AI – Predict. Prevent. Protect.** ForgeSense AI is an intelligent predictive maintenance solution that uses machine learning to identify potential industrial equipment failures before they occur. By analyzing machine sensor data, the system predicts failure risks and helps maintenance teams make faster, data-driven decisions. Built using a machine learning model trained on the AI4I 2020 Predictive Maintenance dataset, ForgeSense AI transforms equipment data into actionable insights through an interactive engineering dashboard. The platform is designed to help users monitor machine health, identify potential risks, and understand maintenance priorities. An AI-powered technician assistant further aims to support users with equipment-related guidance. By enabling earlier risk detection and proactive maintenance planning, ForgeSense AI aims to reduce unexpected downtime, avoid costly equipment breakdowns, and improve operational efficiency. Its goal is to make predictive maintenance more accessible, practical, and intelligent for modern industrial environments.

🌎 Hybrid Hackathon | 💻 Online Build: 12-17 October 2026 | On-site phase: 17-18 October 2026 To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. The AMD Developer Hackathon: ACT III is a hands-on event for developers, founders, engineers and builders who want to push what’s possible with AI on real infrastructure. 📍 If approved for the on-site experience, you'll also have the opportunity to showcase your project live. Travel and accommodation will not be covered.