[Magmalgebra]

Unfortunately this doesn't address the problem I'm describing.

My team had these ontologies available to the LLM and provided it in the context window. The queries were ontologically sensible at a surface level, but still wrong.

The problem is that your ontology is rapidly changing in non-obvious and hard to document ways e.g. "this report is only valid if it was generated on a tuesday or thursday after 1pm because that's when the ETL runs, at any other time the data will be incorrect"

[creaghpatr]

The analysts know where the bodies are buried, so to speak. The execs may not even be aware there are bodies.