Grapho AI
47% increase in new customers
A natural-language analytics layer that lets non-technical teams query their warehouse in plain English and get charts back in seconds.
The challenge
Grapho's customers were sitting on rich product data but only three people in the company could write the SQL to reach it. Every question routed through a backlog that ran two weeks deep, so most questions simply never got asked.
What we built
We built a retrieval layer over their schema and metric definitions, then fine-tuned a query planner that turns a plain-English question into validated SQL. A verification pass runs every generated query against a dry-run endpoint before results ever reach the user, so a malformed query fails silently instead of returning a confident wrong number.
The outcome
Self-serve analytics went from a three-person bottleneck to something the whole company uses daily. The data team now spends its time on modelling instead of answering ad-hoc requests.
“We stopped being the bottleneck. That alone changed how the company makes decisions.”