A step-by-step guide to achieving automation success.

This report explores Kubernetes' role in AI, analyzing its capabilities in managing AI workloads, its benefits over traditional infrastructure and its unique features that make it the platform of choice for AI.

Automating label scanning at scale in WWT warehouses posed significant challenges. Our AI-powered solution, leveraging edge computing, computer vision and LLMs, achieved real-time, high-quality label detection and extraction during the pilot program. This system promises improved efficiency by reducing manual reconciliation time from hours to minutes. Future enhancements can enable even greater performance gains.