The collaboration aims to integrate TDK SensEI’s edgeRX platform with core AWS services, creating a unified edge-to-cloud solution for industrial customers worldwide. This isn’t just about connecting devices; it’s about turning raw data into actionable insights that can prevent downtime, optimize performance, and drive significant cost savings.
The core of this partnership lies in the integration of TDK SensEI‘s edgeRX platform with AWS’s robust cloud infrastructure. This synergy allows for real-time diagnostics, remote AI model deployment, and scalable machine health monitoring, all within a secure and manageable environment.
edgeRX, an edge AI platform designed for industrial machine health, will now tap into the power of services like AWS IoT Core, AWS IoT Greengrass, Amazon Bedrock AgentCore, and Amazon SageMaker. These tools provide the backbone for secure device connectivity, AI agent development, and continuous machine learning model optimization.
Key AWS Services at Play
- AWS IoT Core: Facilitates seamless and secure device connectivity, ensuring a constant flow of data from the factory floor to the cloud.
- AWS IoT Greengrass: Enables provisioning and security at the edge, allowing for local processing and reduced latency.
- Amazon Bedrock AgentCore: Accelerates the development of AI agents for prescriptive maintenance, enabling proactive interventions before breakdowns occur.
- Amazon SageMaker: Provides the tools to train and deploy machine learning models, continuously refining asset performance based on real-world data.
According to Sandeep Pandya, CEO of TDK SensEI, this collaboration marks a “significant milestone” in helping customers advance their industrial transformations. He emphasized the improved machine performance and product quality at scale that results from this more secure AI solution.
“Deploying our edgeRX platform on AWS represents a significant milestone in helping our customers advance their industrial transformations at pace. Through the integration of our edgeRX platform with AWS’s cloud infrastructure, we’ve built a more secure AI solution that improves machine performance and product quality at scale. This is a foundational move toward a smarter industrial future.”
Noboru Saito, President and CEO of TDK Corporation, echoed this sentiment, highlighting the partnership’s role in accelerating digital transformation. Saito sees the AI ecosystem market as a key driver for TDK’s long-term vision, with edgeRX and AWS Cloud Solutions at the heart of this strategy.
TDK SensEI plans to showcase edgeRX, edgeRX Vision (for product defect detection), and edgeRX Agents (for prescriptive maintenance) at AWS re:Invent 2025 in Las Vegas. This event will provide a platform to demonstrate how the edgeRX platform is transforming industrial machine health monitoring through secure, intelligent, and scalable edge-cloud integration.
For those eager to learn more, visit sensei.tdk.com.
The collaboration between TDK SensEI and AWS signals a growing trend: the convergence of edge computing, AI, and cloud services to unlock the full potential of Industry 4.0. As manufacturers increasingly seek to optimize their operations and reduce downtime, solutions like edgeRX, powered by AWS, are poised to become essential tools in the modern factory.
