Peak traffic engineering
Fair queues and idempotent submissions prevent double-booking when thousands refresh at once.
Document intelligence
OCR with human review accelerates verification without exposing PII to unmanaged LLMs.
Support that scales
Chatbots should escalate to humans with full ticket context—students in crisis deserve humans.