Marketing AION operates as part of the HCL Unica suite of products. Marketing AION requires Unica Platform 12.1.9.

Marketing AION (Artificial Intelligence ON) is a comprehensive platform for managing the AI lifecycle, designed to apply machine learning to real-world challenges.

The following table lists the known limitations in Marketing AION 12.1.9:

The following table lists the known issues in Marketing AION 12.1.9:

If you encounter a problem that you cannot resolve by referring the documentation, your company's designated support contact can log a call with HCL technical support. Use these guidelines to ensure that your problem is resolved efficiently and successfully.

Marketing AION (Augmented Intelligence ON) is an AI life cycle management and data science platform.

Long running trainings in AION can time out if Unica Platform's session times out before the training is over in AION. For on-premises Platform installation, manually run the configTool and populateDb commands to get the required AION configuration node and AIONAdmin role in Platform.

After installing Marketing AION, you must assign the AION-specific role to the user to access Marketing AION from Unica.

To access the Marketing AION REST API interface, use the Docker Desktop application to start the Docker container.

Use these APIs to get the status and set the status of the different types of API.

Data Handler has four different APIs, and three of the APIs represent a different method uploading data.

For Training, you can execute either of the generic training by using Train for pipeline API.

The Prediction section lists APIs that are used for handling single prediction and batch prediction.

These APIs are used to download Python package, Docker container package, and Mlac.

Monitoring ML models checks for changes in data distribution ensuring that data is maintaining an acceptable level of variation.

Explainability gives an explanation about Prediction and Model.

Use the following APIs to retrieve the Use Case list, to delete use cases, and to retrieve the logs.

This Autopilot Mode refers to a feature that allows users to build an automated model without direct human intervention.

To build a usecase or to train a model, complete the following steps:

MLaC (Machine Learning as a Code) is a python code corresponding to each ML pipeline stage

Marketing AION (Artificial Intelligence ON) is an AI life cycle management platform for applying machine learning to real-world problems. Marketing AION encompasses the complete pipeline from raw data ingestion to a deployable machine learning model with a less-code/no-code approach.

Model prediction predicts the input data based on the pattern of training data.

This feature is available for classification and regression problem types.

This feature is available for classification and regression problem types.

For Data Generator and BYOM (Bring Your Own Model), select the Utility tab.