AI opportunities

Query intent classification

Classifying whether a query is a lookup, a how-to, a person-search, or something else, before ranking runs.

Technique

Lightweight classifier or prompted LLM call routing the query to the appropriate ranking strategy.

Open source tool

Small classification model or LLM API with a fixed label set