1 Overview of AI in Oracle Monetization Suite
Oracle Monetization Suite provides artificial intelligence (AI) and machine learning (ML) services that help you optimize revenue management and billing operations. This document introduces the AI features available in Oracle Monetization Suite.
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About AI in Oracle Monetization Suite
Oracle Monetization Suite offers AI-based microservices that enable you to build end-to-end machine learning (ML) workflows. You use these workflows to create customized models and implement monetization and charging features tailored to your business needs.
The microservices are highly extensible and configurable. They deliver flexibility and scalability, and are certified for use with both Oracle Cloud Infrastructure (OCI) and select third-party technologies.
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Oracle recommends using OCI for a seamless experience, including OCI Data Flow, OCI Data Science, OCI Object Storage, and advanced model management capabilities provided by OCI Data Science.
You can integrate the AI microservices with Oracle Monetization Suite products such as Billing and Revenue Management (BRM), Elastic Charging Engine (ECE), Billing Care, and Oracle Communications Convergent Charging Controller.
With AI functionality in Oracle Monetization Suite, you can:
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Create data sources to build efficient ML workflows. Collect and fetch data in bulk or as needed, and use this data to train models.
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Train models based on configured data sources. You select which features, such as currency, country, available cash balance, and current deal, to include in model training.
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Use inference services to make predictions. Analyze current data and generate predictions for future scenarios. For example, based on a customer’s usage pattern, you can predict the offer a customer is most likely to choose.
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The AI-based microservices framework and related capabilities are newly introduced and are currently offered as experimental functionality.