MYWAI provides edge intelligence solutions for OEMs and machine tool vendors by integrating machine sensors and external esosensors to enable real-time data visualization and processing. Their platforms facilitate MLOps workflows and deploy AI algorithms on various infrastructures, enhancing equipment performance and enabling predictive maintenance and shipment tracking.
Funding
Funding not disclosed
Founders
Product
Problem
Original equipment manufacturers (OEMs) and machine tool vendors face challenges in leveraging real-time data from machine sensors and external sensors to optimize equipment performance. Traditional methods often lack seamless integration, efficient data visualization, and streamlined deployment of AI algorithms at the edge. This limits the ability to implement predictive maintenance, enhance operational efficiency, and offer advanced services.
Solution
MYWAI offers edge intelligence solutions designed to empower OEMs and machine tool vendors by facilitating real-time data visualization, processing, and AI deployment directly at the equipment's edge. The platform enables users to connect machine sensors and external sensors, stream time-series data and images, and manage MLOps workflows for AI model training. By delivering AI capabilities on diverse infrastructures, including cloud, fog, and edge devices, MYWAI enhances equipment performance, enables predictive maintenance, and facilitates shipment tracking. The MYWAI EaaS (Equipment as a Service) platform and the MYWAI STS (Supply Tracking Solution) provide actionable insights for prognostic maintenance, shipment tracking, parametric insurance, and pay-per-use fintech services, transforming industrial equipment into intelligent assets.
Target Audience
The primary target audience includes original equipment manufacturers (OEMs) and machine tool vendors seeking to enhance equipment performance, enable predictive maintenance, and offer advanced services through edge intelligence solutions.
Features
- Integration of machine sensors and external sensors for comprehensive data collection
- Real-time visualization of sensor time-series data and production images
- MLOps workflow management for labeling data and training AI algorithms
- Deployment of trained AI algorithms on cloud, fog, edge, and very edge infrastructures using FPGA and ASIC-based Neural Networks
- MYWAI EaaS (Equipment as a Service) platform for empowering edge intelligence on machinery and appliances
- MYWAI STS (Supply Tracking Solution) for tracking shipments globally
- Actionable insights for prognostic maintenance, shipment tracking, parametric insurance, and pay-per-use fintech services