Tasks that AI agents can perform automatically:
Analyse files, schemas, and source outputs without approval
Infer fields, mappings, and validation checks for review
Draft operating specifications and mapping proposals
Explain breaks, exceptions, and supporting evidence
Propose workflow configuration before it is applied
Summarise evidence packs for reviewers