When recall plateaus: the late-interaction technique most teams skip

A RAG team stalled at 58% recall after testing several embedding models.

Adding a reranker boosted recall to 81% in one afternoon.

The result suggests the bottleneck was the single-vector architecture, not the embedding choice.

Late-interaction methods like ColBERT can improve retrieval more effectively than swapping embeddings.