HCL AION
HCL AION is a comprehensive AI lifecycle management platform designed to tackle real-world machine learning challenges. AION facilitates seamless integration and operation by spanning the entire spectrum from raw data ingestion to deploying scalable machine learning models. The platform empowers users to develop machine learning models through intuitive low-code/no-code interfaces, lowering technical barriers and encouraging a culture of innovation while ensuring collaborative and compliant AI initiatives across diverse and regulated environments. It includes the following sub-processes:
- AutoML - Enable business user-generated ML models with no code approach
- MLOPs - Model Versioning, Deployment & Drift Monitoring
- MLAC - Machine Learning as Code for automatic pipeline code generation
- Explainability - Higher accuracy predictions with supported explanations and model confidence
HCL AION automates the stages of the data analytics cycle and produces the best deployment model. It only requires the input data and the use case.
This guide provides instructions to install HCL AION.
This guide introduces you to the key concepts of HCL AION and describes how to use the product. It provides an overview of the end-user interface and instructions to perform different tasks. This guide is intended for the HCL AION end-users working towards development and deployment of machine learning solutions.
HCL AION API guide provides documentation and instructions on how to use its application programming interface (API), including details on the functions, parameters, and endpoints available for developers to interact with the API.