Setting up a data pipeline with warehousing, collection models, filtering, storage, and processing requires significant effort, but the expense is justified if the output is instantly and demonstrably impactful. AI can simplify this task which currently requires manual intervention, by calling out anomalies in user behavior, traffic or even content.