Snowflake MCP server: what the agent sees and what still needs a semantic layer
The Snowflake-managed MCP server exposes only the tools you declare. Answer quality still depends on a semantic view your team writes and maintains.
8 min read
#text-to-sql
4 articles
15 best AI tools for data analysis for ecommerce in 2026
A ranking of 15 AI tools for data analysis on criteria C1 to C7. Ten of the 14 competitors need a data warehouse you have already built.
9 min read
Why text-to-SQL fails on marketing data, even when the query runs
The query that runs is the worst case of text-to-SQL: the wrong revenue column, the wrong window or a fan-out join returns a clean number and no error.
9 min read
Teaching a data agent to say I don't know, and why that is hard
On a benchmark that prices wrong SQL, abstaining from everything scores 50% and the best real systems score 29.8% to 54.5%.
8 min read