🧑‍💻Edge AI in Action

Key Use Cases

Industry	Application	Impact
Healthcare	HIPAA-compliant diagnostics via on-device AI analysis of medical imaging.	50% faster diagnosis; zero third-party data exposure.
Manufacturing	Predictive maintenance models run on factory-edge GPUs, optimizing downtime.	25% reduction in downtime; ROI in <6 months.
Smart Cities	Real-time traffic optimization using distributed edge nodes and federated AI.	30% lower energy costs; 40% congestion reduction.
Retail	Inventory management via lightweight AI agents on local devices.	70% reduction in training costs for adaptive models.