Simple questions demanded 45 minutes of SQL. An AI assistant now answers 70% of internal analytics, freeing the team from routine queries.
A global real-time database provider manages an internal warehouse with 2.1 PB of compressed data serving over 300 users across engineering, sales, and finance.
Simple service health questions required 30 to 45 minutes of complex SQL writing, while deeper product insights often took a senior analyst an entire...
“I was a complete AI skeptic just less than a year ago. With 15 years of experience in data warehousing, I had tried early LLMs with data sources and found the results disappointing and unreliable. The hallucinations, the lack of context awareness, and the inability to handle complex business logic made me dismiss AI as a viable solution for enterprise analytics. But sometimes, being wrong feels incredibly good.”
ClickHouse is an open-source column-oriented database management system that provides real-time OLAP analytics and a managed cloud service for data warehousing, observability, and machine learning/GenAI workloads.
Note — ClickHouse is also the AI provider behind this implementation.
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