Why we use RAG pipelines
Chunking, retrieval, and grounding patterns that reduce hallucinations. We pick RAG pipelines when it improves shipping speed, reliability, or maintainability for the problem at hand — not because it is fashionable.
How we deliver with RAG pipelines
Discovery maps constraints and success metrics. Engineering ships iteratively with review gates, observability, and documentation your team can own after launch.
When RAG pipelines is the right fit
We recommend RAG pipelines when the product shape, team skills, and operating model align. If another tool fits better, we say so early — with a clear trade-off narrative.