Ticket scoring

Used when scoring individual tickets during import or manual review. Runs hundreds of times per import — Haiku is recommended for speed and cost.

Agent summary

Used to generate the monthly per-agent summary in Reports (key strengths, weaknesses, action items). Sonnet gives more nuanced output.

Team insights

Used to analyse training gaps and recurring customer issues across the whole team. Sonnet or Opus recommended for complex pattern recognition.