Designing Real-Time Distributed Data Pipelines for AI-Ready AdTech and CRM Decision Systems
Aim: While streaming behavioral signals are essential for real-time bidding optimization and next-best-action CRM decisioning, most enterprise data stacks are still batch-oriented, causing delays in decision-making and reducing model freshness. This study aims to develop and comparatively evaluate a reference real-time...