Predicting Supply Chains with AWS IoT and SageMaker

OneData Software provides comprehensive solutions for supply chain optimization by integrating IoT sensors with AWS AI tools such as Forecast and SageMaker. Their approach involves deploying IoT devices across supply chain touchpoints to capture real-time data on inventory levels, production rates, and demand signals. This data is ingested into AWS IoT Core, which securely routes it to Amazon Forecast—a service that uses machine learning to deliver accurate demand forecasts.

Once stored and processed, the data can be analyzed using Amazon SageMaker for advanced machine learning models, enabling predictive analytics and anomaly detection. This allows businesses to anticipate supply chain disruptions, optimize inventory management, and streamline procurement processes.

Visualization tools like Amazon QuickSight provide stakeholders with interactive dashboards to monitor supply chain performance, facilitating informed decision-making. By implementing these solutions, organizations can achieve improved operational efficiency, reduced costs, and enhanced customer satisfaction.