factory-operations

Lightweight QR material level tracking for shopfloors, factories, warehouses—materials, putaway/transfer/dispatch, thermal labels, and role-based mobile flows (Django).

Industrial RAG and SECOM research plus a separate read-only GitHub Actions REST API auditor; evidence-led demos, not safety control.

FLAIR is a data science initiative to analyse a Manufacturing’s production operations. It integrates production logs, shipment data, downtime events, and yield metrics to uncover inefficiencies, quantify operational waste, and enhance SKU-level demand forecasting accuracy.

Factory shift records with D1-backed history and Google Sheets sync

Open-source-ready factory owner skill suite for Codex

INDOS — independent third-party profile of a public API surface, by API Evangelist. INDOS (Garment IO) is an AI-powered manufacturing operations platform built for labor-intensive garment and apparel production facilities. Its cloud-based system unifies Manufacturing Execution (MES), Quality Management (QMS), Maintenance Management (MMS), and Wareh

Lightweight manufacturing capacity planning and direct labor cost tracking template. Optimize shop floor OEE, production scheduling, and workforce utilization.