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Know what is still open.
Offline machine learning that helps students find the right campus office, with visible evidence and human review.
A lone-worker safety net that phones the field: scheduled check-ins, silent duress detection, and an automatic escalation call cascade.
A linter for your bibliography: a Strands agent that catches retracted, phantom, and misused citations before reviewers do.