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 | 504 | $75,589 | 40.8% | 223.8 mi | 208 | ✈ 2 | $25,417 | 40 |
| 2 | Bed Services | 398 | $46,957 | 25.3% | 176.1 mi | 117 | — | $560 | 21 |
| 3 | Project | 261 | $24,866 | 13.4% | 142.2 mi | 94 | — | $50 | 5 |
| 4 | Lab/Power | 190 | $21,175 | 11.4% | 166.3 mi | 79 | — | $230 | 13 |
| 5 | Healthcare Provider | 276 | $7,704 | 4.2% | 41.7 mi | 51 | ✈ 1 | $10,450 | 60 |
| 6 | Kiosk | 230 | $6,325 | 3.4% | 41.0 mi | 26 | — | $785 | 32 |
| 7 | EMS | 79 | $1,165 | 0.6% | 22.0 mi | 12 | — | $1,582 | 19 |
| 8 | Training/Other | 10 | $929 | 0.5% | 138.6 mi | 2 | — | — | 8 |
| 9 | Animal Health | 8 | $552 | 0.3% | 103.1 mi | 4 | — | — | 7 |
States with the highest total avoidable travel cost.
| # | State | WOs | Avoidable Cost | Impact | Avg Excess | Flew |
|---|---|---|---|---|---|---|
| 1 | TX | 136 | $52,319 | 574.2 mi | — | |
| 2 | VA | 294 | $41,281 | 209.6 mi | — | |
| 3 | FL | 356 | $32,898 | 137.9 mi | ✈ 1 | |
| 4 | NM | 71 | $16,974 | 356.8 mi | — | |
| 5 | SC | 50 | $4,787 | 142.9 mi | — | |
| 6 | KS | 12 | $3,373 | 419.5 mi | ✈ 1 | |
| 7 | NY | 92 | $3,000 | 48.7 mi | ✈ 1 | |
| 8 | CA | 58 | $2,679 | 68.9 mi | — | |
| 9 | MA | 113 | $2,590 | 34.2 mi | — | |
| 10 | IN | 34 | $2,485 | 109.1 mi | — | |
| 11 | PA | 101 | $2,362 | 34.9 mi | — | |
| 12 | WI | 3 | $2,165 | 1,077.3 mi | — | |
| 13 | IL | 9 | $2,127 | 352.7 mi | — | |
| 14 | OH | 87 | $1,832 | 31.4 mi | — | |
| 15 | TN | 44 | $1,639 | 55.6 mi | — | |
| 16 | OK | 6 | $1,589 | 395.1 mi | — | |
| 17 | CO | 5 | $1,554 | 463.8 mi | — | |
| 18 | AL | 20 | $1,506 | 112.4 mi | — | |
| 19 | MD | 46 | $1,346 | 43.7 mi | — | |
| 20 | MI | 37 | $1,258 | 50.8 mi | — |
Top cities by total avoidable cost. These are your biggest geographic hotspots.
| # | City | State | WOs | Avoidable Cost | Impact | Avg Excess | Flew |
|---|---|---|---|---|---|---|---|
| 1 | Midlothian | VA | 23 | $22,655 | 1,470.2 mi | — | |
| 2 | Albuquerque | NM | 71 | $16,974 | 356.8 mi | — | |
| 3 | DALLAS | TX | 21 | $15,556 | 1,105.6 mi | — | |
| 4 | AUSTIN | TX | 16 | $14,589 | 1,360.9 mi | — | |
| 5 | Orlando | FL | 161 | $11,770 | 109.1 mi | — | |
| 6 | LUBBOCK | TX | 17 | $11,453 | 1,005.6 mi | — | |
| 7 | Altamonte Springs | FL | 74 | $10,624 | 214.3 mi | — | |
| 8 | ROUND ROCK | TX | 5 | $4,516 | 1,348.0 mi | — | |
| 9 | Wytheville | VA | 8 | $3,109 | 580.1 mi | — | |
| 10 | Galax | VA | 7 | $2,845 | 606.7 mi | — | |
| 11 | NAPLES | FL | 5 | $2,768 | 826.1 mi | — | |
| 12 | Charleston | SC | 25 | $2,638 | 157.5 mi | — | |
| 13 | Portsmouth | VA | 15 | $2,614 | 260.1 mi | — | |
| 14 | Richmond | VA | 80 | $2,611 | 48.7 mi | — | |
| 15 | Wauwatosa | WI | 3 | $2,165 | 1,077.3 mi | — | |
| 16 | Apopka | FL | 21 | $2,076 | 147.5 mi | — | |
| 17 | IRVING | TX | 3 | $2,041 | 1,015.5 mi | — | |
| 18 | LAWRENCE | KS | 3 | $1,664 | 827.5 mi | — | |
| 19 | Merchanicsville | VA | 46 | $1,460 | 47.4 mi | — | |
| 20 | AUBURN | NY | 5 | $1,434 | 428.2 mi | — | |
| 21 | Newport News | VA | 14 | $1,368 | 145.9 mi | — | |
| 22 | WORCESTER | MA | 3 | $1,354 | 673.6 mi | — | |
| 23 | Petersburg | VA | 39 | $1,177 | 45.1 mi | — | |
| 24 | Wilmington | OH | 6 | $1,065 | 264.9 mi | — | |
| 25 | Franklin | VA | 9 | $959 | 159.1 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 | Laura Hill | 207 | $41,856 | 301.8 mi | 68 | — | — | 22 | |
| 2 | Ashley Luman | 238 | $21,640 | 135.7 mi | 90 | — | $50 | 7 | |
| 3 | Kaitlyn Kelch | 134 | $21,248 | 236.7 mi | 83 | — | $3,407 | 13 | |
| 4 | Megan Klose | 41 | $14,818 | 539.4 mi | 25 | — | — | 6 | |
| 5 | Melissa Owens | 159 | $7,747 | 72.7 mi | 47 | ✈ 1 | $7,176 | 18 | |
| 6 | Rebecca Arnold | 27 | $7,695 | 425.4 mi | 14 | — | — | 8 | |
| 7 | Abby Jinerson | 139 | $5,786 | 62.1 mi | 41 | — | $860 | 25 | |
| 8 | Michael Burris | 56 | $4,570 | 121.8 mi | 9 | — | $769 | 11 | |
| 9 | Mandy Newman | 32 | $3,962 | 184.8 mi | 16 | ✈ 1 | $4,182 | 9 | |
| 10 | Fady Messak | 8 | $3,887 | 725.3 mi | 6 | — | — | 3 | |
| 11 | Jennifer Johnson | 8 | $3,359 | 626.6 mi | 8 | — | — | 3 | |
| 12 | Kim Pearson | 70 | $3,060 | 65.2 mi | 2 | — | — | 2 | |
| 13 | Rhea Berry | 62 | $1,934 | 46.6 mi | 8 | — | — | 12 | |
| 14 | Charles Ramen | 172 | $1,830 | 15.9 mi | 16 | — | — | 13 | |
| 15 | Scott Berry | 5 | $1,434 | 428.2 mi | 5 | — | — | 1 | |
| 16 | Kourtney Smith | 98 | $1,343 | 20.5 mi | 12 | — | $415 | 16 | |
| 17 | Tami Dawe | 20 | $706 | 52.6 mi | 1 | — | — | 1 | |
| 18 | Stephanie Ramen | 5 | $600 | 179.0 mi | 2 | — | — | 4 | |
| 19 | Matthew Bateman | 11 | $554 | 75.1 mi | 3 | — | — | 5 | |
| 20 | Rich Fosbury | 9 | $531 | 88.1 mi | 8 | — | $528 | 4 |
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 | Konstantin Barskiy | 39 | $24,294 | 948 mi | 929.7 mi | 39 | — | 1 | — | |
| 2 | Fernando Lemos | 20 | $20,920 | 1,569 mi | 1,561.2 mi | 17 | — | 2 | — | |
| 3 | Philmon Mehari | 23 | $20,087 | 1,434 mi | 1,303.5 mi | 23 | — | 2 | $465 | |
| 4 | Ben Heinz | 72 | $16,974 | 357 mi | 351.9 mi | 71 | — | 2 | — | |
| 5 | Eric Mancerella | 32 | $14,970 | 856 mi | 698.2 mi | 22 | — | 2 | — | |
| 6 | Davon Cox | 20 | $14,447 | 1,115 mi | 1,078.1 mi | 18 | — | 3 | — | |
| 7 | Fady Messak | 37 | $7,332 | 379 mi | 295.8 mi | 28 | ✈ 1 | 12 | $3,242 | |
| 8 | Christopher Carroll | 23 | $7,144 | 515 mi | 463.6 mi | 17 | ✈ 1 | 3 | $5,052 | |
| 9 | Side Kick Technician | 27 | $7,003 | 395 mi | 387.1 mi | 27 | — | 1 | — | |
| 10 | Raymond Ebanks | 39 | $3,918 | 161 mi | 150.0 mi | 36 | — | 1 | — | |
| 11 | Kevin Cogdill | 19 | $2,768 | 232 mi | 217.5 mi | 19 | — | 1 | — | |
| 12 | Jared Heisler | 11 | $2,500 | 406 mi | 339.2 mi | 9 | — | 3 | — | |
| 13 | Rozier Cole | 16 | $2,462 | 283 mi | 229.7 mi | 14 | — | 3 | $230 | |
| 14 | Andrew Przybyla | 6 | $2,321 | 616 mi | 577.3 mi | 3 | — | 3 | — | |
| 15 | Bennet O Dartey | 12 | $2,157 | 439 mi | 268.3 mi | 12 | ✈ 1 | 3 | $5,588 | |
| 16 | Fady Khouzam | 9 | $1,975 | 377 mi | 327.6 mi | 6 | — | 5 | $1,407 | |
| 17 | Yves Dessin | 8 | $1,598 | 318 mi | 298.1 mi | 8 | — | 2 | — | |
| 18 | Kenneth Lancara | 33 | $1,460 | 99 mi | 66.0 mi | 5 | — | 5 | — | |
| 19 | Scott A Berry | 5 | $1,434 | 446 mi | 428.2 mi | 5 | — | 1 | — | |
| 20 | Horace Barnes | 28 | $1,264 | 73 mi | 67.3 mi | 28 | — | 1 | — |