AI Lifecycle Management Platform

AION is HCL BigFix Service Management's 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.

HCL AION Lifecycle Management