Hybrid Indexing: Why You Need Both Real-Time and Batch Pipelines

Teams often oscillate between real-time and batch indexing, but production systems require both. Real-time handles sub-second freshness for critical data, while batch processes large volumes efficiently. A hybrid pipeline merges results from both layers, with the freshness window set as a product decision.