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 | Healthcare Provider | 276 | $7,704 | 100% | 41.7 mi | 51 | ✈ 1 | $10,450 | 60 |
States with the highest total avoidable travel cost.
| # | State | WOs | Avoidable Cost | Impact | Avg Excess | Flew |
|---|---|---|---|---|---|---|
| 1 | NY | 31 | $2,379 | 114.5 mi | ✈ 1 | |
| 2 | CA | 28 | $617 | 32.9 mi | — | |
| 3 | TX | 26 | $600 | 34.4 mi | — | |
| 4 | FL | 23 | $505 | 32.8 mi | — | |
| 5 | NC | 21 | $409 | 29.1 mi | — | |
| 6 | CT | 13 | $401 | 46.0 mi | — | |
| 7 | CO | 3 | $395 | 196.5 mi | — | |
| 8 | VA | 6 | $377 | 93.7 mi | — | |
| 9 | MA | 14 | $321 | 34.2 mi | — | |
| 10 | MI | 11 | $224 | 30.4 mi | — | |
| 11 | OH | 11 | $223 | 30.3 mi | — | |
| 12 | PA | 16 | $193 | 18.0 mi | — | |
| 13 | IL | 3 | $187 | 92.9 mi | — | |
| 14 | GA | 9 | $183 | 30.4 mi | — | |
| 15 | MD | 6 | $98 | 24.3 mi | — | |
| 16 | AZ | 4 | $77 | 28.8 mi | — | |
| 17 | TN | 7 | $74 | 15.8 mi | — | |
| 18 | AL | 6 | $38 | 9.5 mi | — | |
| 19 | NJ | 6 | $33 | 8.1 mi | — | |
| 20 | MO | 6 | $27 | 6.6 mi | — |
Top cities by total avoidable cost. These are your biggest geographic hotspots.
| # | City | State | WOs | Avoidable Cost | Impact | Avg Excess | Flew |
|---|---|---|---|---|---|---|---|
| 1 | AUBURN | NY | 5 | $1,434 | 428.2 mi | — | |
| 2 | Denver | CO | 3 | $395 | 196.5 mi | — | |
| 3 | East Hartford | CT | 3 | $145 | 72.0 mi | — | |
| 4 | New Haven | CT | 4 | $133 | 49.8 mi | — | |
| 5 | Fayetteville | NC | 5 | $120 | 35.7 mi | — | |
| 6 | Detroit | MI | 6 | $98 | 24.5 mi | — | |
| 7 | Peabody | MA | 3 | $88 | 44.0 mi | — | |
| 8 | Pittsboro | NC | 3 | $80 | 39.6 mi | — | |
| 9 | Jessup | MD | 3 | $70 | 34.9 mi | — | |
| 10 | Nashville | TN | 4 | $64 | 23.8 mi | — | |
| 11 | Los Angeles | CA | 3 | $42 | 20.6 mi | — | |
| 12 | Dallas | TX | 4 | $31 | 11.7 mi | — | |
| 13 | Huntsville | AL | 3 | $31 | 15.3 mi | — | |
| 14 | BRONX | NY | 3 | $9 | 4.5 mi | — | |
| 15 | Daytona Beach | FL | 4 | $0 | 0.0 mi | — | |
| 16 | LOVELAND | OH | 4 | $0 | 0.0 mi | — | |
| 17 | Raleigh | NC | 3 | $0 | 0.0 mi | — | |
| 18 | Sacramento | CA | 5 | $0 | 0.0 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 | Melissa Owens | 62 | $2,006 | 48.3 mi | 12 | ✈ 1 | $5,947 | 11 | |
| 2 | Scott Berry | 5 | $1,434 | 428.2 mi | 5 | — | — | 1 | |
| 3 | Kaitlyn Kelch | 39 | $1,098 | 42.0 mi | 5 | — | $2,859 | 10 | |
| 4 | Kourtney Smith | 61 | $974 | 23.8 mi | 10 | — | $232 | 13 | |
| 5 | Charles Ramen | 27 | $741 | 41.0 mi | 7 | — | — | 8 | |
| 6 | Abby Jinerson | 36 | $726 | 30.1 mi | 8 | — | $26 | 9 | |
| 7 | Michael Burris | 38 | $617 | 24.2 mi | 3 | — | $704 | 9 |
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 | Scott A Berry | 5 | $1,434 | 446 mi | 428.2 mi | 5 | — | 1 | — | |
| 2 | Arturo Diaz | 5 | $421 | 165 mi | 125.5 mi | 4 | — | 2 | — | |
| 3 | Christopher Morning | 16 | $404 | 57 mi | 37.7 mi | 3 | — | 3 | — | |
| 4 | Jordan Moceri | 5 | $387 | 132 mi | 115.7 mi | 4 | — | 2 | — | |
| 5 | Michael Harris | 11 | $318 | 60 mi | 43.1 mi | 2 | — | 3 | $235 | |
| 6 | Eric Colon | 8 | $287 | 100 mi | 53.5 mi | 5 | — | 1 | $440 | |
| 7 | Yves Dessin | 5 | $265 | 106 mi | 78.9 mi | 5 | — | 1 | — | |
| 8 | Mohamed Shareed | 8 | $227 | 55 mi | 42.4 mi | 3 | — | 2 | — | |
| 9 | David Cavaco | 9 | $210 | 69 mi | 34.8 mi | 2 | — | 4 | — | |
| 10 | Anthony Wright | 9 | $196 | 75 mi | 32.5 mi | 2 | — | 1 | — | |
| 11 | Philip Krogstad | 7 | $170 | 61 mi | 36.2 mi | 1 | — | 1 | — | |
| 12 | Mike Huffman | 9 | $137 | 44 mi | 22.7 mi | 0 | — | 1 | $683 | |
| 13 | Luis Torres | 7 | $125 | 47 mi | 26.7 mi | 2 | — | 3 | — | |
| 14 | Edward Arias | 6 | $123 | 47 mi | 30.5 mi | 2 | — | 2 | — | |
| 15 | Anthony Wirth | 5 | $113 | 64 mi | 33.8 mi | 1 | — | 1 | $1,236 | |
| 16 | Michael Swingle | 10 | $99 | 50 mi | 14.8 mi | 0 | — | 2 | — | |
| 17 | Kwame Cobb | 7 | $90 | 44 mi | 19.3 mi | 0 | — | 1 | — | |
| 18 | Angel Rios | 9 | $64 | 36 mi | 10.6 mi | 1 | — | 1 | $524 | |
| 19 | Dylan Ingraham | 5 | $50 | 64 mi | 14.7 mi | 0 | — | 2 | $26 | |
| 20 | Elkin Barahona | 5 | $44 | 29 mi | 13.1 mi | 0 | — | 1 | — |