Quantify excess travel cost and identify optimization opportunities across your field service operation
Ranked by total avoidable cost across five dimensions. Focus on the top items in each category for the highest ROI improvements.
Which service verticals generate the most excess travel? Clinical Education stands out with very high per-WO excess.
| # | Vertical | WOs | Avoidable Cost | Impact | Avg Excess | Outliers | Flew | Actual Expense | Techs |
|---|---|---|---|---|---|---|---|---|---|
| 1 | FCO | 488 | $43,474 | 100% | 133.0 mi | 132 | ✈ 4 | $61,137 | 36 |
States with the highest total avoidable travel cost.
| # | State | WOs | Avoidable Cost | Impact | Avg Excess | Flew |
|---|---|---|---|---|---|---|
| 1 | NJ | 115 | $10,613 | 137.7 mi | — | |
| 2 | FL | 74 | $9,706 | 195.8 mi | ✈ 1 | |
| 3 | NV | 14 | $9,020 | 961.6 mi | ✈ 1 | |
| 4 | NY | 53 | $6,273 | 176.6 mi | — | |
| 5 | PA | 43 | $1,453 | 50.5 mi | — | |
| 6 | MN | 3 | $1,222 | 607.9 mi | — | |
| 7 | VA | 22 | $994 | 67.5 mi | — | |
| 8 | OH | 48 | $669 | 20.8 mi | — | |
| 9 | TX | 22 | $562 | 38.2 mi | ✈ 1 | |
| 10 | MD | 11 | $285 | 38.7 mi | — | |
| 11 | NC | 8 | $257 | 47.9 mi | — | |
| 12 | CT | 6 | $247 | 61.6 mi | — | |
| 13 | WV | 6 | $142 | 35.4 mi | — | |
| 14 | VT | 6 | $123 | 30.4 mi | — | |
| 15 | DC | 8 | $84 | 15.7 mi | — | |
| 16 | GA | 7 | $73 | 15.5 mi | — | |
| 17 | DE | 20 | $36 | 2.7 mi | — | |
| 18 | NH | 5 | $0 | 0.0 mi | — | |
| 19 | IN | 11 | $0 | 0.0 mi | — | |
| 20 | MA | 3 | $0 | 0.0 mi | — |
Top cities by total avoidable cost. These are your biggest geographic hotspots.
| # | City | State | WOs | Avoidable Cost | Impact | Avg Excess | Flew |
|---|---|---|---|---|---|---|---|
| 1 | Las Vegas | NV | 4 | $5,542 | 2,067.7 mi | — | |
| 2 | BROOKSVILLE | FL | 8 | $4,363 | 814.0 mi | ✈ 1 | |
| 3 | Reno | NV | 10 | $3,479 | 519.2 mi | ✈ 1 | |
| 4 | Gainesville | FL | 15 | $2,895 | 288.1 mi | — | |
| 5 | Hackensack | NJ | 8 | $2,060 | 384.2 mi | — | |
| 6 | Mount Kisco | NY | 5 | $1,516 | 452.7 mi | — | |
| 7 | Middletown | NY | 4 | $1,460 | 544.7 mi | — | |
| 8 | Marlton | NJ | 5 | $1,384 | 413.1 mi | — | |
| 9 | Pomona | NJ | 5 | $1,305 | 389.7 mi | — | |
| 10 | Minneapolis | MN | 3 | $1,222 | 607.9 mi | — | |
| 11 | Paramus | NJ | 8 | $1,085 | 202.3 mi | — | |
| 12 | Exton | PA | 7 | $856 | 182.4 mi | — | |
| 13 | HOUSTON | TX | 22 | $562 | 38.2 mi | ✈ 1 | |
| 14 | The Villages | FL | 6 | $558 | 138.8 mi | — | |
| 15 | Winter Park | FL | 3 | $535 | 266.2 mi | — | |
| 16 | Orlando | FL | 9 | $516 | 85.5 mi | — | |
| 17 | COLUMBUS | OH | 35 | $492 | 21.0 mi | — | |
| 18 | BROOKLYN | NY | 13 | $389 | 44.7 mi | — | |
| 19 | Allendale | NJ | 21 | $275 | 19.6 mi | — | |
| 20 | Lititz | PA | 9 | $268 | 44.5 mi | — | |
| 21 | Hartford | CT | 6 | $247 | 61.6 mi | — | |
| 22 | Camden | NJ | 7 | $210 | 44.7 mi | — | |
| 23 | Davie | FL | 8 | $170 | 31.7 mi | — | |
| 24 | CLEVELAND | OH | 9 | $151 | 25.0 mi | — | |
| 25 | Bennington | VT | 6 | $123 | 30.4 mi | — |
Coordinators whose dispatching decisions result in the most excess travel. High avg excess suggests systematic over-dispatching; high WO count with moderate excess suggests volume-driven impact.
| # | Coordinator | WOs | Avoidable Cost | Impact | Avg Excess | Outliers | Flew | Actual Expense | Techs Used |
|---|---|---|---|---|---|---|---|---|---|
| 1 | Cristina Everetts | 488 | $43,474 | 133.0 mi | 132 | ✈ 4 | $61,137 | 36 |
Techs who consistently travel far beyond the closest available option. High states-served count may indicate a roaming/national tech; high avg excess with few states suggests a misplaced home base.
| # | Technician | WOs | Avoidable Cost | Impact | Avg Actual Dist | Avg Excess | Outliers | Flew | States | Actual Expense |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Nkosi Wilson | 35 | $14,296 | 631 mi | 609.7 mi | 30 | — | 3 | $2,095 | |
| 2 | Fady Khouzam | 21 | $7,168 | 556 mi | 509.5 mi | 11 | — | 5 | $4,812 | |
| 3 | Philmon Mehari | 29 | $5,703 | 341 mi | 293.5 mi | 9 | ✈ 1 | 4 | $3,200 | |
| 4 | Fady Messak | 14 | $3,132 | 369 mi | 333.8 mi | 7 | — | 5 | $155 | |
| 5 | Carlos Puebla | 17 | $2,931 | 648 mi | 257.3 mi | 8 | — | 5 | $2,575 | |
| 6 | Rodney Charles | 14 | $1,924 | 279 mi | 205.1 mi | 4 | ✈ 1 | 4 | $9,123 | |
| 7 | Luis Iser | 13 | $1,266 | 159 mi | 145.3 mi | 4 | — | 2 | $1,378 | |
| 8 | Paul Mccormish | 36 | $833 | 199 mi | 34.5 mi | 3 | — | 2 | $935 | |
| 9 | Jason Yenser | 23 | $598 | 65 mi | 38.8 mi | 11 | — | 3 | $842 | |
| 10 | Jackson Reeves | 18 | $583 | 82 mi | 48.3 mi | 7 | — | 3 | $2,450 | |
| 11 | Fanfan Siku | 7 | $356 | 114 mi | 76.0 mi | 2 | — | 2 | $183 | |
| 12 | Bryan Rodriguez | 12 | $302 | 54 mi | 37.6 mi | 4 | — | 3 | $3,103 | |
| 13 | Michael Steencken | 6 | $277 | 97 mi | 69.0 mi | 4 | — | 5 | $2,599 | |
| 14 | Allan Klus | 20 | $275 | 70 mi | 20.5 mi | 3 | — | 3 | $1,683 | |
| 15 | Shady Messak | 13 | $273 | 48 mi | 31.4 mi | 0 | — | 3 | $3,461 | |
| 16 | Patricia Gordon | 10 | $257 | 138 mi | 38.3 mi | 3 | — | 2 | $1,128 | |
| 17 | Rick Charles | 39 | $214 | 39 mi | 8.2 mi | 2 | — | 4 | $1,336 | |
| 18 | Joseph Nuovo | 10 | $192 | 90 mi | 28.7 mi | 2 | — | 3 | $1,426 | |
| 19 | Eric Mancerella | 10 | $190 | 109 mi | 28.4 mi | 0 | — | 2 | $772 | |
| 20 | Vivian Hyde | 17 | $145 | 29 mi | 12.7 mi | 0 | — | 2 | $1,178 |