Tech Placement & Utilization

Proximity scheduling efficiency — actual vs closest eligible technician

WOs Analyzed

969.1

Median Δ Distance (mi)

1,342.3

P75 Δ Distance

1,456.0

P90 Δ Distance

87.1%

Outlier Rate (>50mi)

Outlier WOs

61,387

Avoidable Miles

Executive Summary Coordinator Leaderboard Outlier Queue Data Quality

Work Order Placement Analysis

Showing 70 WOs, sorted by delta_distance asc

WO #	Customer / Site	City/State	Vertical	Actual Tech	Actual Dist	Closest Eligible	Closest Dist	Δ Distance ▴	Ratio	Coordinator	Reason
WO-01312388	UNIVERSITY PARK FIRE DEPARTMENT, TX University Park Fire Department - TX	University Park, TX	EMS	Natosha Beierschmitt	6.1 mi	Christopher Womack	31.0 mi	-24.8 mi	0.2x	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	—
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-01310057	TEXAS STAR AMBULANCE Texas Star Ambulance	Dallas, TX	EMS	Natosha Beierschmitt	8.3 mi	Christopher Womack	27.2 mi	-18.9 mi	0.3x	Natosha Beierschmitt	—
WO-01350459	MERCY FLIGHT WNY Mercy Flight WNY - Batavia	Batavia, NY	EMS	Erwin Forster	38.1 mi	Erwin Forster	38.1 mi	0.0 mi	1x	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-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-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-01354040	MURRAY COUNTY EMS Murray County EMS	Sulphur, OK	EMS	Natosha Beierschmitt	119.5 mi	Darrell Hendrix	80.7 mi	38.8 mi	1.48x	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-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-01314421	SOUTHERN PARAMEDIC SERVICE EMS Southern Paramedic Service - Billing	Brinkley, AR	EMS	Natosha Beierschmitt	331.5 mi	Christopher Carroll	51.5 mi	280.0 mi	6.43x	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-01306630	KEARNEY FIRE RESCUE PROTECTION DISTRICT Kearney Fire Rescue Protection District	Kearney, MO	EMS	Natosha Beierschmitt	473.0 mi	Thomas J Langenberg Jr	43.3 mi	429.6 mi	10.91x	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-01305673	VALLEY PARK FIRE DEPARTMENT Valley Park Fire Dept. - Crescent Ave	Valley Park, MO	EMS	Natosha Beierschmitt	529.6 mi	Kevin Cox	4.4 mi	525.1 mi	119.49x	Natosha Beierschmitt	—
WO-01308557	GRAYSON COUNTY EMS Grayson County EMS	Leitchfield, KY	EMS	Natosha Beierschmitt	671.5 mi	Scott R Roberts	143.0 mi	528.4 mi	4.69x	Natosha Beierschmitt	—
WO-01307597	COLLEGE OF DUPAGE College of Dupage	Glen Ellyn, IL	EMS	Natosha Beierschmitt	784.5 mi	Lawrence Yoder	251.3 mi	533.2 mi	3.12x	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-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-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-01304073	PERRY COUNTY AMBULANCE AUTHORITY (KY) DNU Perry County Ambulance Authority (KY) - EMS	Hazard, KY	EMS	Natosha Beierschmitt	824.3 mi	Scott R Roberts	142.9 mi	681.4 mi	5.77x	Natosha Beierschmitt	—
WO-01303261	NICHOLAS COUNTY EMS Nicholas County EMS	Carlisle, KY	EMS	Natosha Beierschmitt	807.8 mi	Scott R Roberts	57.4 mi	750.4 mi	14.07x	Natosha Beierschmitt	—
WO-01305907	HARRISON MEMORIAL HOSPITAL Harrison Memorial Hospital - Rodgers Park Dr	Cynthiana, KY	EMS	Natosha Beierschmitt	797.4 mi	Scott R Roberts	46.5 mi	750.9 mi	17.14x	Natosha Beierschmitt	—
WO-01305611	VERNON RESCUE Vernon Rescue - 52 Turkey	Wheelersburg, OH	EMS	Natosha Beierschmitt	881.9 mi	Scott R Roberts	96.7 mi	785.2 mi	9.12x	Natosha Beierschmitt	—
WO-01303259	RIPLEY LIFE SQUAD Ripley Life Squad	Ripley, OH	EMS	Natosha Beierschmitt	829.3 mi	Scott R Roberts	43.6 mi	785.7 mi	19.04x	Natosha Beierschmitt	—
WO-01312582	BUTLER TOWNSHIP FIRE DEPARTMENT Butler Township Fire Department	Dayton, OH	EMS	Natosha Beierschmitt	849.3 mi	Scott R Roberts	59.9 mi	789.4 mi	14.17x	Natosha Beierschmitt	—
WO-01309102	NEW RICHMOND FIRE & EMS New Richmond Fire and EMS	New Richmond, OH	EMS	Natosha Beierschmitt	814.9 mi	Scott R Roberts	15.8 mi	799.1 mi	51.57x	Natosha Beierschmitt	—
WO-01306151	WILLIAMSBURG FIRE DEPARTMENT Williamsburg Fire Department	Williamsburg, OH	EMS	Natosha Beierschmitt	828.6 mi	Scott R Roberts	26.3 mi	802.4 mi	31.56x	Natosha Beierschmitt	—
WO-01308042	PLEASANT VALLEY JOINT FIRE DISTRICT Pleasant Valley Joint Fire District	Plain City, OH	EMS	Natosha Beierschmitt	900.2 mi	Teddie Bracken	93.8 mi	806.3 mi	9.59x	Natosha Beierschmitt	—
WO-01303847	RITCHIE COUNTY AMBULANCE AUTHORITY Ritchie County Ambulance Authority	Harrisville, WV	EMS	Natosha Beierschmitt	980.2 mi	Teddie Bracken	122.7 mi	857.6 mi	7.99x	Natosha Beierschmitt	—
WO-01354961	COMMUNITY AMBULANCE OF ZANESVILLE Community Ambulance of Zanesville	Zanesville, OH	EMS	Natosha Beierschmitt	954.1 mi	Teddie Bracken	65.7 mi	888.5 mi	14.53x	Natosha Beierschmitt	—
WO-01303260	LIFE SUPPORT TEAM Life Support Team - Marion Ave	Mansfield, OH	EMS	Natosha Beierschmitt	956.5 mi	Teddie Bracken	38.7 mi	917.8 mi	24.72x	Natosha Beierschmitt	—
WO-01301947	NORTH CENTRAL EMS North Central EMS - US HWY 250 Milan	Milan, OH	EMS	Natosha Beierschmitt	973.4 mi	Teddie Bracken	50.9 mi	922.6 mi	19.14x	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-01304186	BRUNSWICK COUNTY EMS (VA) BRUNSWICK COUNTY EMS (VA) - BILLING	Lawrenceville, VA	EMS	Natosha Beierschmitt	1,103.0 mi	Adriannel Garcia	134.0 mi	969.1 mi	8.23x	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-01310077	MACOMB COMMUNITY COLLEGE Macomb Community College - Accounts Payable	Warren, MI	EMS	Natosha Beierschmitt	1,005.3 mi	Lawrence Yoder	17.1 mi	988.2 mi	58.77x	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-01314399	CITY OF NORTON FIRE DIVISION City of Norton Fire Division	Norton, OH	EMS	Natosha Beierschmitt	1,005.9 mi	Dustin Antolin	10.5 mi	995.5 mi	96.16x	Natosha Beierschmitt	—
WO-01310742	PAINESVILLE TOWNSHIP FIRE DEPARTMENT Painesville Township Fire Department - Nye Rd.	Painesville, OH	EMS	Natosha Beierschmitt	1,045.7 mi	Dustin Antolin	44.9 mi	1,000.8 mi	23.28x	Natosha Beierschmitt	—
WO-01355581	NORTHFIELD VILLAGE FIRE DEPARTMENT Northfield Village Fire Dept	Northfield Village, OH	EMS	Natosha Beierschmitt	1,022.1 mi	Dustin Antolin	19.8 mi	1,002.3 mi	51.7x	Natosha Beierschmitt	—
WO-01302054	GREEN FIRE DEPARTMENT Green Fire Department - Massillon Rd	North Canton, OH	EMS	Natosha Beierschmitt	1,011.6 mi	Dustin Antolin	7.8 mi	1,003.7 mi	129.49x	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-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-01313798	CULVER CITY FIRE Culver City Fire	Culver City, CA	EMS	Natosha Beierschmitt	1,251.1 mi	Rene Yescas	36.3 mi	1,214.8 mi	34.47x	Natosha Beierschmitt	—
WO-01309272	NEURO RESTORATIVE (DELRAN) NEURO RESTORATIVE (DELRAN) - Route 130 Delran	Delran, NJ	EMS	Natosha Beierschmitt	1,305.5 mi	Chris Galasso	14.2 mi	1,291.4 mi	92.04x	Natosha Beierschmitt	—
WO-01306959	MEDFORD FIRE & EMS Medford Fire & EMS	Medford, NJ	EMS	Natosha Beierschmitt	1,309.1 mi	Chris Galasso	13.8 mi	1,295.2 mi	94.57x	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-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-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-01304051	RAHWAY FIRST AID SQUAD Rahway First Aid Rescue Squad	Rahway, NJ	EMS	Natosha Beierschmitt	1,349.6 mi	Curtis Allen	12.6 mi	1,337.0 mi	106.93x	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-01305123	PASSAIC COUNTY COMMUNITY COLLEGE PCCC Public Safety Academy	Wayne, NJ	EMS	Natosha Beierschmitt	1,360.4 mi	Curtis Allen	10.4 mi	1,350.0 mi	130.28x	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-01313797	HOLY NAME MEDICAL CENTER Holy Name Medical Center - Teaneck Rd.	Hackensack, NJ	EMS	Natosha Beierschmitt	1,367.2 mi	Curtis Allen	10.8 mi	1,356.4 mi	126.51x	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-01310696	YEDEI CHESED Yedei Chesed - 48 Scotland Hill Road	Chestnut Ridge, NY	EMS	Natosha Beierschmitt	1,371.9 mi	Edward Arias	12.3 mi	1,359.6 mi	111.69x	Natosha Beierschmitt	—
WO-01311595	YEDEI CHESED Yedei Chesed - 48 Scotland Hill Road	Chestnut Ridge, NY	EMS	Natosha Beierschmitt	1,371.9 mi	Edward Arias	12.3 mi	1,359.6 mi	111.69x	Natosha Beierschmitt	—
WO-01308528	TARRYTOWN VOLUNTEER AMBULANCE CORPS TARRYTOWN VOLUNTEER AMBULANCE CORPS - Billing	Tarrytown, NY	EMS	Natosha Beierschmitt	1,380.5 mi	Darrell Hope	11.6 mi	1,368.9 mi	119.27x	Natosha Beierschmitt	—
WO-01308006	LONG BEACH NEW YORK FIRE DEPARTMENT LONG BEACH NEW YORK FIRE DEPARTMENT	Long Beach, NY	EMS	Natosha Beierschmitt	1,380.7 mi	David Trost	5.4 mi	1,375.3 mi	254.86x	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-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-01312111	FRISBIE MEMORIAL EMS FRISBIE MEMORIAL HOSPITAL EMS	Rochester, NH	EMS	Natosha Beierschmitt	1,569.2 mi	Paul Bonang Jr	113.1 mi	1,456.0 mi	13.87x	Natosha Beierschmitt	—
WO-01303258	MERRIMAC FIRE DEPARTMENT MERRIMAC FIRE DEPARTMENT - Main St.	Merrimac, MA	EMS	Natosha Beierschmitt	1,557.2 mi	Paul Bonang Jr	81.6 mi	1,475.6 mi	19.09x	Natosha Beierschmitt	—
WO-01312871	HOLDEN FIRE DEPARTMENT Holden Fire Department	Holden, MA	EMS	Natosha Beierschmitt	1,504.8 mi	Shawn Kelley	20.9 mi	1,484.0 mi	72.14x	Natosha Beierschmitt	—
WO-01308929	HOLLISTON FIRE DEPARTMENT Holliston Fire Department	Holliston, MA	EMS	Natosha Beierschmitt	1,523.3 mi	Paul Bonang Jr	34.8 mi	1,488.5 mi	43.8x	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-01303564	BETH ISRAEL DEACONESS MEDICAL CENTER (BIDMC) BETH ISRAEL DEACONESS MEDICAL CENTER (BIDMC) - Brookline Ave.	Boston, MA	EMS	Natosha Beierschmitt	1,541.9 mi	Paul Bonang Jr	47.3 mi	1,494.5 mi	32.57x	Natosha Beierschmitt	—
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	—