AI opportunities

Natural language querying of matching data

Answering freely-phrased questions about matching and exception data by generating the query, running it, and synthesising the result in plain language.

Technique

Schema-aware query generation with read-only execution, row and time limits, and a clarification path when the question is ambiguous

Open source tool

LLM API with schema context; read-only database credentials as the safety boundary

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