1. Implementation Guide
  2. Extensibility
  3. AI Foundation Extensibility

AI Foundation Extensibility

The Innovation Workbench as a part of the AI Foundation module consists primarily of Application Express (APEX) and Data Studio. These tools provide significant extensibility features for custom analytical applications, advanced data science processes, 3rd party integrations, and much more. Some examples of IW capabilities for AI Foundation include:

  • Custom database schema with full read/write access allows you to store data, run queries, perform custom calculations, and debug integrations across the RAP platform

  • Use advanced Oracle database features like Oracle Data Mining (ODM) and other machine-learning models

  • Use Notebooks in Data Studio to create custom Python scripts for analytics, data mining, or machine learning

  • Notebooks and APEX jobs can be scheduled to run automatically to refresh data and calculations

  • Create Restful API services both to request data from IW out to other systems and to consume non-Oracle data into the platform

  • Build flat file integrations into and out of IW for large data movements and custom dataset extensions

  • Build custom monitoring and utilities to manage integrations and science models with business IT processes

More details on Innovation Workbench features and examples of custom extensions can be found in the AI Foundation Implementation Guide chapter on Innovation Workbench.