STATUS · LINKING
Real-time route optimization across 1,200 vehicles. Replaced an ILP solver and a half-time analyst.
Fleet of 1,200 vehicles using an aging ILP solver that took 40 minutes per re-plan. Operations team manually overrode the solver in roughly 30% of cases.
We replaced the solver with a hybrid heuristic + learned-policy system that re-plans in under 15 seconds, and shipped an operator console exposing why each route was chosen.
Annualized savings of $2.1M from fuel, overtime, and reduced manual overrides. Re-plan latency went from 40 min to 12 seconds.
We built a co-pilot that classifies CI/CD failures, generates fix candidates, and coordinates remediation across GitLab and GitHub.
Document understanding pipeline for 14 clinical specialties. From intake form to structured EHR record in 90 seconds.
Replaced a fifteen-year-old back-office tool. New system shipped in eleven weeks with zero downtime cutover.