Identity assurance
Step-up to mobile PKI or video KYC for high-stakes eligibility—costly but fairer.
Observability
Stream checksums and third-party witnesses beat “trust us” PDFs.
Support load
Chatbots fail stressed applicants—staff consoles with case history win.