AI system to minimize manufacturing scrap and maximize yield — root cause analysis, parameter correlation, and closed-loop optimization

FAB Copilot - Manufacturing AI decision-support dashboard (no-auth public v0 candidate)

first-to-market cryptographically verified autonomous AI agent. 6.8MB footprint, air-gapped deployment, BYOLLM architecture. Built for defense, finance, healthcare, and manufacturing.

🏭⚙️ Real-time fabric defect detection using CNNs and Transfer Learning for smart quality control

AI-powered production scheduling with constraint satisfaction — optimizes across machines, materials, labor, and orders to maximize throughput and minimize tardiness

Industrial computer vision workflow for welding defect inspection using YOLO, OpenCV preprocessing, dataset QA, threshold governance, and edge-readiness analysis.

Autonomous AI system to optimize manufacturing process parameters — injection molding, extrusion, CNC — using Bayesian optimization and reinforcement learning

Research-driven wafer defect classification framework combining classical ML and CNN-based approaches, with experimental analysis of few-shot learning under severe class imbalance and limited data regimes.

Multimodal AI agent for industrial quality inspection with vision, standards RAG, severity judgment, and structured reports.

AI-native Manufacturing Execution System integration layer — intelligent work order routing, real-time production optimization, and predictive capacity planning

stratai.io — Official Anthropic Claude Partner Network Member website. Next.js 14 + Supabase.

Manufacturing AI, on-prem LLM, RAG, and agent systems - bilingual (EN/KO) education from factory-floor experience

End-to-end product traceability system for manufacturing — blockchain-anchored audit trail from raw material to customer delivery, enabling instant recall management

Real-time supplier risk monitoring — NLP analysis of news, financials, and geopolitical signals with ML risk scoring and supply chain impact simulation

End-to-end ops platform for tire manufacturers — AI quoting, order lifecycle, invoice, automation & customer email negotiation. Built with Next.js · TypeScript · PostgreSQL · OpenAI. Live demo available.

AI-driven manufacturing capacity planning — demand-supply matching, bottleneck prediction, investment scenario modeling, and workforce optimization

Quality-engineering systems AI — coordination meta-repo for the connected-vehicle/manufacturing quality portfolio: CLaimLens (warranty NLP, publisher), QualityMind-RAG (quality RAG+LangGraph, subscriber), AutoClaim-VLM, automotive-visual-qa-engine, cell-to-pack. Tracks the cross-project glue; sub-repos stay independent.

ML system to predict workplace safety incidents in manufacturing — analyzes sensor data, work patterns, and environmental factors to prevent accidents before they occur

AI readiness training templates for manufacturing teams in Pakistan. Built on Densight Labs' ADAPT Framework.

Graph AI platform connecting equipment, processes, materials, and failure modes — enabling complex relationship queries and causal analysis across manufacturing operations