California fleet cut dispatcher headcount 35% without service loss
A LA-area NEMT and airport transfer operator switched off a legacy on-prem dispatch system. Today AI auto-dispatch handles 92% of bookings; remaining dispatchers focus on broker calls, complaints, and VIP recoveries.
The starting point
This Los Angeles-area operator runs 180 vehicles split across two service lines: Non-Emergency Medical Transport (Medicaid-funded dialysis, behavioral health, and chemo appointments) and airport transfers for LAX and Burbank. Before TaxiDex, they ran on a 12-year-old on-prem dispatch system with 11 manual dispatchers spread across 3 shifts.
"We weren't broken — we were maxed out. Every booking needed a human. Peak hours, the phones were jammed. We were turning away Medicaid trips because we couldn't dispatch them fast enough."
What changed
The operator evaluated three platforms over 5 weeks. TaxiDex won on three specific dimensions:
- NEMT-specific features: Wheelchair-aware dispatch, broker exports (LogistiCare, MTM, Modivcare).
- Airport flight tracking: Live IATA feed for LAX/Burbank, auto-adjusting pickup windows.
- HIPAA-aligned controls: BAA available on Enterprise plan, per-tenant database, PHI tokenization in driver app.
Migration approach
14-day zero-downtime migration:
- Days 1-3: Customer + driver data exported from legacy system, mapped to TaxiDex schema.
- Days 4-10: Parallel run on both systems, daily delta reconciliation.
- Days 11-14: Shift-by-shift cutover starting overnight. Legacy system decommissioned day 14.
The numbers, 90 days later
- AI auto-dispatch share: 92% of all bookings (manual dispatchers handle the remaining 8%)
- Dispatcher headcount: 11 → 7 (35% reduction through attrition + reassignment to corporate-account roles)
- Avg ride assignment time: 4 minutes (manual) → 230ms (AI)
- Wheelchair vehicle utilization: +28% (correct vehicle-to-passenger matching)
- Broker claim denials: -42% (automated broker-format exports)
- Monthly software cost: -22% (TaxiDex Enterprise vs legacy + manual dispatcher salary delta)
"What sold me was the migration: TaxiDex's team moved 8 years of customer history without losing a single record. The 24/7 dispatching service has been a quiet revolution for our overnight shifts."
— General Manager, California NEMT & Airport Fleet
What's next
The operator is piloting TaxiDex's outsourced 24/7 dispatching service to fully cover overnight Medicaid bookings, with a target of reducing internal headcount by another 2 positions through retirement attrition.