Real-world notes on Business OS architecture, workflow engineering, AI integration, and manufacturing telemetry.
Traditional repair management relies on CRUD entries where orders sit passively in a database. FIXORY Lab was re-architected around a Queue-First SLA engine—forcing every incoming device through active status queues and live technician assignments.
Deploying computer vision models on cloud APIs fails on 120 RPM conveyor belts due to network jitter. How we trained YOLO models for NVIDIA TensorRT edge devices in Arsvix Vision OS to achieve sub-5ms defect ejection.
A deep dive into how Business OS Enterprise Edition digitized raw polymer intake and masterbatch ratio batching for Tan Thanh Dung Plastic to reduce floor material waste by 14%.
Why building enterprise software should start with operational state machines rather than database tables. The foundational philosophy behind all Business OS modules at gndme.