One thesis.
Applied everywhere.

Hurricane Helene hit. Thousands missing. We used AI to surface 4,000 missing people — then built the platform so it never happens again.

Freight ops drowning in emails and spreadsheets. Built a signal loop that surfaces at-risk shipments and revenue leaks in Slack — before ops teams have to hunt.

Enterprise LMS with a mature GTM motion. Rebuilt attribution and pipeline hygiene so leadership finally trusts the number.