Oliver Richter@CTO_ZOZ_INNOVATIONS

When a machine stops, every minute costs money. The technician needs three answers fast: what is wrong, which part, and where is it. Today that means searching heavy manuals and old ERP screens with dirty gloves in a loud hall. PaperOps removes the screen. The technician holds one button or a USB foot pedal and says what they see: "Press three is stuck, error E four oh two." Seconds later a thermal printer prints the repair ticket: safety step first, the steps to tick off, the right part and its exact shelf. How it works: speech-to-text runs on our server (faster-whisper). Gemma-4-31B-IT on AMD GPUs via the AMD Token Factory turns the report into a structured fault; if Gemma is slow or down, a fallback model on AMD (MiMo-V2.6-Flash) takes over and the ticket names the model that answered. Manual, stock and shelf are looked up in code, so the safety step always comes from the manual and the model cannot invent parts. Unclear reports get a question ("Which machine?") instead of a guess; prompt injection is ignored. PaperOps also spots repeat faults ("3rd time in 12 days - check pump P2"), shows supervisors a Machine health view, and every ticket has a QR code to "Mark as fixed" on a phone. Measured on 15 test cases with Gemma alone: 15/15 correct tickets (AI step median 2.1-3.4 s), safety step first on 100 %, shelf location on every ticket that needs a part. Voice to printed ticket on the live server: typically 5-10 s. Users: maintenance technicians, shift leads and planners. Gains: time, safety, first-time fix, fewer repeat breakdowns. Live demo, no login: https://paperops.zozinnovations.com Worker demo: https://paperops.zozinnovations.com/?mode=floor Video: https://www.youtube.com/watch?v=oS-NslNx5fo Code (MIT, Docker): https://github.com/zozinnovations/paperops - demo data is fictional.

Six Matches. One leaderboard. Build on AMD, earn points and compete for prizes.

🌎 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.