High volume transaction systems are core to many large enterprises. Incorporating scoring (inferencing) based on traditional structured data values within these transaction systems could be challenging. Adding dense, rich text analysis through generative AI adds yet another dimension of complexity. This session will provide an overview of the alternative approaches to incorporating scoring within transactional systems, review the pros and cons and share the way that IBM is working with our customers to incorporate real-time scoring within their transactional systems.