Neuron™ is a machine learning extension to Oracle Policy Automation. Now you can have the best of both worlds – the traceability of explicit rules and the adaptability of implicit knowledge.
“Best of both worlds” approach: End-to-end decision management across explicit logic (business rules) and implicit logic (pattern recognition)
Machine-learning is not suitable to automate decisions that are based on explicit rules, like those found in regulations and policy manuals. For these, the core OIA product is perfectly suited as it provides explanations for every determination is makes, linking the decision back to the user inputs and the business rules. Many decision solutions require a combination of explicit and implicit knowledge, so OIA plus Neuron™ is the winning combination.
Neuron™ has been configured as an end-to-end solution to support the loan approval process in identifying high-risk customer profiles in new applications. The model re-trains on historical, current and future loan events to continuously improve.
The data model consists of data points used both