By bringing Langfuse in-house, ClickHouse can offer customers a native way to collect, store, and analyze large volumes of LLM telemetry alongside operational and business data, helping teams debug models faster, control costs, and run more reliable AI workloads without relying on a separate observability tool, Tyagi added.