ML & AI INTEGRATION
Where machine learning meets manufacturing. Predictive quality, production optimization, and the bridge between this ERP and the Token Sequencer project.
RAG • PUBLISHED
LOCAL RAG SYSTEM
Fully local retrieval-augmented generation for the ERP. BM25 + ChromaDB hybrid search, RRF fusion, qwen3:0.6b generation. 522MB model that matches GPT-4o-mini at zero cost.
PREDICTION • COMING SOON
PREDICTIVE QUALITY
Using production data to predict quality test outcomes before they happen. Reducing waste and catching defects earlier in the production line.
OPTIMIZATION • COMING SOON
PRODUCTION OPTIMIZATION
Scheduling, resource allocation, and throughput optimization. The bridge between this ERP and the Token Sequencer project.