The GENESIS Cloud AI Platform
For Continuous Production and Maintenance Process Improvement
GENESIS is a cloud-based decision support system that uses a proprietary machine learning pipeline to analyze your existing production and maintenance data into a next generation AI/Machine Learning pipeline. Increase uptime while lowering maintenance costs and extending equipment life.
An AI Based Failure Detection System Special Built for Industrial Solutions
GENESIS is a custom built platform hosted in the Amazon Web Services Cloud (AWS). The Genesis AI pipeline was built to specifically to process disparate silos of time series data in real time using the following model building pipeline:
Uses Plant Legacy Data
Process 1000's of tags per asset in time series
• Feature Engineering/Extraction
• Data Silo Unification
• Multiple Machine Learning Algorithms
• Fundamental Statistical Models
For each component or process, there are over one million models evaluated with 300+ separate optimizations that generate 100’s of generations and 1000’s of total children, tests & iterations to produce a final ensemble optimized for very high detectability and very low false positives. Multi-plant tested, deployed and in operation.
Built for Industrial Solutions
No Proprietary Sensors Required
Optimized for Time Series Data
Support for Mixed Data Types, Asynchronous Data Feeds
Use of Engineering Based Feature Extraction
Accurate Predictions & Underlying Diagnostics
Data Types Used
GENESIS is capable of using data from many data types, depending on the use case. For example, Production process problems require different data than asset health and predictive maintenance. Often, data availability is a challenge. GENESIS is able to work with limited data sets and still produce robust results.
We are an Amazon Technology Partner
DecisionIQ is a Technology Partner in the Amazon Web Service (AWS) partner network. GENESIS operates within the AWS cloud infrastructure.