Impulse offers a real-time predictive analytics platform that uses machine learning for enterprise customers to detect early failure and performance degradation from IoT devices.

Impulse delivers an “edge-to-cloud platform” that embraces the full power of AWS (AWS IoT, Greengrass, Amazon Kinesis and Dynamo DB, S3, Batch, etc.). Impulse is an innovative solution which realizes predictive analysis for manufacturing operation management, like predictive maintenance and product quality control. These analysis utilize anomaly detection and factor analysis based on machine learning, to gain better results than traditional statistical and empirical techniques. Impulse improves the ease-of-use of machine learning by delivering functions for predictive analysis of time series data, like visualization of data, automated data characteristic analysis, algorithm selection and parameter tuning, comprehensive evaluation, etc. Impulse has a seamless connectivity to major type of PLCs, so that it is possible to collect data from PLCs, getting inference results using ML models trained in the cloud and feedback to factory equipment with very low latency.