Tech Placement & Utilization

Proximity scheduling efficiency — actual vs closest eligible technician

WOs Analyzed

975.8

Median Δ Distance (mi)

1,342.3

P75 Δ Distance

1,426.3

P90 Δ Distance

81.5%

Outlier Rate (>50mi)

Outlier WOs

21,848

Avoidable Miles

Executive Summary Coordinator Leaderboard Outlier Queue Data Quality

Work Order Placement Analysis

Showing 27 WOs, sorted by delta_distance desc

WO #	Customer / Site	City/State	Vertical	Actual Tech	Actual Dist	Closest Eligible	Closest Dist	Δ Distance ▾	Ratio	Coordinator	Reason
WO-01349535	STAT SOUTHCOAST EMS STAT SOUTHCOAST EMS - Billing	East Providence, RI	EMS	Natosha Beierschmitt	1,518.9 mi	Paul Bonang Jr	8.8 mi	1,510.1 mi	172.34x	Natosha Beierschmitt	—
WO-01317116	MASS GENERAL BRIGHAM AMBULANCE SERVICES - SPAULDING REHAB MASS GENERAL BRIGHAM AMBULANCE SERVICES - SPAULDING REHAB - BILLING	Cambridge, MA	EMS	Natosha Beierschmitt	1,542.5 mi	Paul Bonang Jr	49.6 mi	1,492.9 mi	31.07x	Natosha Beierschmitt	—
WO-01315547	LONGMEADOW FIRE DEPARTMENT Longmeadow Fire Department	Longmeadow, MA	EMS	Natosha Beierschmitt	1,463.9 mi	Luis Torres	37.6 mi	1,426.3 mi	38.96x	Natosha Beierschmitt	—
WO-01327113	LANCASTER FIRE DEPARTMENT-NH Lancaster FIRE DEPARTMENT-NH - Billing	Lancaster, NH	EMS	Natosha Beierschmitt	1,569.8 mi	Paul Bonang Jr	193.0 mi	1,376.8 mi	8.13x	Natosha Beierschmitt	—
WO-01316638	TRI-BORO VOLUNTEER AMBULANCE CORPS Tri-Boro Volunteer Ambulance Corps	Park Ridge, NJ	EMS	Natosha Beierschmitt	1,370.7 mi	Darrell Hope	13.6 mi	1,357.1 mi	100.56x	Natosha Beierschmitt	—
WO-01317712	WEST ORANGE FIRE DEPARTMENT West Orange FD - Station 5	West Orange, NJ	EMS	Natosha Beierschmitt	1,354.4 mi	Curtis Allen	3.1 mi	1,351.3 mi	432.41x	Natosha Beierschmitt	—
WO-01327307	Kenilworth Fire Department and Rescue Squad Kenilworth Fire Department and Rescue Squad - Billing	Kenilworth, NJ	EMS	Natosha Beierschmitt	1,350.8 mi	Curtis Allen	8.6 mi	1,342.3 mi	158.07x	Natosha Beierschmitt	—
WO-01328245	CHATHAM EMERGENCY SQUAD, INC. CHATHAM EMERGENCY SQUAD, INC. - Spring St.	Chatham, NJ	EMS	Natosha Beierschmitt	1,346.0 mi	Curtis Allen	11.2 mi	1,334.8 mi	120.73x	Natosha Beierschmitt	—
WO-01318130	ASBURY PARK FIRE DEPARTMENT Asbury Park Fire Department	Asbury Park, NJ	EMS	Natosha Beierschmitt	1,356.4 mi	David Trost	33.2 mi	1,323.3 mi	40.91x	Natosha Beierschmitt	—
WO-01328732	MARTINSVILLE RESCUE SQUAD MARTINSVILLE RESCUE SQUAD	Martinsville, NJ	EMS	Natosha Beierschmitt	1,335.3 mi	Curtis Allen	22.6 mi	1,312.7 mi	59.03x	Natosha Beierschmitt	—
WO-01349882	MIAMI BEACH FIRE DEPARTMENT Miami Beach Fire Department	Miami Beach, FL	EMS	Natosha Beierschmitt	1,108.0 mi	Ray Andreu	18.0 mi	1,089.9 mi	61.44x	Natosha Beierschmitt	—
WO-01350478	NEW CREEK VOLUNTEER FIRE DEPARTMENT New Creek Volunteer Fire Department	New Creek, WV	EMS	Natosha Beierschmitt	1,084.5 mi	Allan Klus	79.6 mi	1,004.9 mi	13.62x	Natosha Beierschmitt	—
WO-01349927	SEVEN HILLS FIRE DEPARTMENT Seven Hills Fire Department	Seven Hills, OH	EMS	Natosha Beierschmitt	1,016.3 mi	Dustin Antolin	24.6 mi	991.6 mi	41.27x	Natosha Beierschmitt	—
WO-01328726	LIVERPOOL TOWNSHIP VALLEY CITY FIRE DEPARTMENT Liverpool Twp Valley City FD	Valley City, OH	EMS	Natosha Beierschmitt	1,000.7 mi	Teddie Bracken	24.8 mi	975.8 mi	40.3x	Natosha Beierschmitt	—
WO-01327320	METZ MEDICAL TRANSPORT Metz Medical Transport	Rocky Mount, NC	EMS	Natosha Beierschmitt	1,099.8 mi	Todd Fogiel	138.8 mi	961.0 mi	7.92x	Natosha Beierschmitt	—
WO-01317813	GREENE AMBULANCE SERVICE Greene Ambulance Service	Greene, IA	EMS	Natosha Beierschmitt	732.6 mi	Chuck Ramen	105.4 mi	627.2 mi	6.95x	Natosha Beierschmitt	—
WO-01329392	MORTON GROVE FIRE DEPARTMENT Morton Grove Fire Department - Accounts Payable	Morton Grove, IL	EMS	Natosha Beierschmitt	804.3 mi	Lawrence Yoder	233.9 mi	570.4 mi	3.44x	Natosha Beierschmitt	—
WO-01340527	MAYWOOD FIRE DEPARTMENT MAYWOOD FIRE DEPARTMENT	Maywood, IL	EMS	Natosha Beierschmitt	794.3 mi	Lawrence Yoder	239.4 mi	555.0 mi	3.32x	Natosha Beierschmitt	—
WO-01350321	ST. LOUIS CREMATIONS SERVICE, INC. St. Louis Cremations Service, Inc.	St. Louis, MO	EMS	Natosha Beierschmitt	543.1 mi	Kevin Cox	19.1 mi	523.9 mi	28.39x	Natosha Beierschmitt	—
WO-01329416	MARIES-OSAGE AMBULANCE DISTRICT Maries-Osage Ambulance District - Billing	Vienna, MO	EMS	Natosha Beierschmitt	459.0 mi	Blake Ward	62.0 mi	397.0 mi	7.4x	Natosha Beierschmitt	—
WO-01318360	TRES HEWELL MORTUARY Tres Hewell Mortuary	Seguin, TX	EMS	Natosha Beierschmitt	236.0 mi	Anthony Wirth	34.0 mi	202.1 mi	6.95x	Natosha Beierschmitt	—
WO-01349487	MB SOLUTIONS MB Solutions	Virginia Beach, VA	EMS	Todd Fogiel	233.7 mi	Adriannel Garcia	143.7 mi	90.1 mi	1.63x	Natosha Beierschmitt	—
WO-01337645	MCCURTAIN COUNTY EMS McCurtain County EMS	Idabel, OK	EMS	Natosha Beierschmitt	132.5 mi	Christopher Womack	114.5 mi	18.0 mi	1.16x	Natosha Beierschmitt	—
WO-01351717	LOGAN COUNTY AMBULANCE AUTHORITY Logan County Ambulance Authority	Logan, WV	EMS	Scott R Roberts	160.5 mi	Todd Fogiel	146.7 mi	13.8 mi	1.09x	Natosha Beierschmitt	—
WO-01316445	DESOTO FIRE RESCUE DeSoto Fire Rescue - Station 261	Desoto, TX	EMS	Natosha Beierschmitt	14.1 mi	Natosha Beierschmitt	14.1 mi	0.0 mi	1x	Natosha Beierschmitt	—
WO-01316436	DESOTO FIRE RESCUE DeSoto Fire Rescue - Station 262	Desoto, TX	EMS	Natosha Beierschmitt	16.0 mi	Christopher Womack	35.0 mi	-19.0 mi	0.46x	Natosha Beierschmitt	—
WO-01352920	CITY OF DUNCANVILLE City of Duncanville - Billing	Duncanville, TX	EMS	Natosha Beierschmitt	15.0 mi	Christopher Womack	37.3 mi	-22.3 mi	0.4x	Natosha Beierschmitt	—