AI opportunities

LLM-assisted template-bundle suggestion from historical request patterns

Proposing a new task-type data bundle by analysing clusters of similar ad-hoc requests that never matched an existing template.

Technique

Clustering ad-hoc request logs, then an LLM proposed to draft a candidate bundle definition from the cluster's common data needs, for a prompt creator to review and formalise.

Open source tool

Standard clustering plus an LLM API for the drafting step