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 | Bed Services | 703 | $61,980 | 92.6% | 131.6 mi | 362 | ✈ 2 | $21,610 | 7 |
| 2 | FCO | 22 | $1,836 | 2.7% | 124.5 mi | 10 | ✈ 1 | $4,036 | 5 |
| 3 | Kiosk | 62 | $1,417 | 2.1% | 34.1 mi | 20 | — | $2,081 | 2 |
| 4 | Healthcare Provider | 26 | $1,057 | 1.6% | 60.6 mi | 10 | ✈ 1 | $12,202 | 5 |
| 5 | Lab/Power | 5 | $503 | 0.8% | 150.2 mi | 1 | — | $18 | 2 |
| 6 | Training/Other | 6 | $129 | 0.2% | 32.1 mi | 1 | — | $175 | 4 |
States with the highest total avoidable travel cost.
| # | State | WOs | Avoidable Cost | Impact | Avg Excess | Flew |
|---|---|---|---|---|---|---|
| 1 | SC | 827 | $66,927 | 120.8 mi | ✈ 4 |
Top cities by total avoidable cost. These are your biggest geographic hotspots.
| # | City | State | WOs | Avoidable Cost | Impact | Avg Excess | Flew |
|---|---|---|---|---|---|---|---|
| 1 | Greenville | SC | 276 | $44,412 | 240.2 mi | ✈ 1 | |
| 2 | Charleston | SC | 389 | $10,827 | 41.5 mi | — | |
| 3 | Summerville | SC | 37 | $5,572 | 224.8 mi | — | |
| 4 | Florence | SC | 7 | $1,392 | 296.9 mi | ✈ 1 | |
| 5 | Mount Pleasant | SC | 20 | $1,039 | 77.5 mi | — | |
| 6 | Columbia | SC | 17 | $697 | 61.2 mi | — | |
| 7 | GREENVILLE | SC | 4 | $601 | 224.3 mi | ✈ 2 | |
| 8 | COLUMBIA | SC | 6 | $594 | 147.8 mi | — | |
| 9 | Daniel Island | SC | 3 | $203 | 100.9 mi | — | |
| 10 | Myrtle Beach | SC | 7 | $178 | 37.8 mi | — | |
| 11 | Aiken | SC | 3 | $140 | 69.6 mi | — | |
| 12 | West Columbia | SC | 3 | $127 | 63.1 mi | — | |
| 13 | Spartanburg | SC | 5 | $102 | 30.4 mi | — | |
| 14 | Pawleys Island | SC | 3 | $97 | 48.4 mi | — | |
| 15 | Murrells Inlet | SC | 3 | $88 | 43.6 mi | — | |
| 16 | Lexington | SC | 4 | $7 | 2.6 mi | — | |
| 17 | Fort Mill | SC | 3 | $0 | 0.0 mi | — | |
| 18 | Indian Land | SC | 3 | $0 | 0.0 mi | — | |
| 19 | Liberty | SC | 3 | $0 | 0.0 mi | — | |
| 20 | Rock Hill | SC | 4 | $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 | Abby Jinerson | 527 | $48,948 | 138.6 mi | 275 | — | $12,517 | 6 | |
| 2 | Melissa Owens | 124 | $7,721 | 92.9 mi | 66 | ✈ 2 | $16,716 | 10 | |
| 3 | Jennifer Johnson | 23 | $3,722 | 241.5 mi | 20 | — | $2,024 | 5 | |
| 4 | Laura Hill | 66 | $1,522 | 34.4 mi | 11 | ✈ 1 | $2,318 | 6 | |
| 5 | Brandi Alvarez | 25 | $764 | 45.6 mi | 3 | — | $100 | 3 | |
| 6 | Rhea Berry | 17 | $764 | 67.0 mi | 5 | — | $852 | 6 | |
| 7 | Mark Franks | 6 | $647 | 160.9 mi | 5 | — | $460 | 3 |
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 | Kevin Cogdill | 147 | $29,730 | 313 mi | 301.9 mi | 147 | — | 1 | $6,791 | |
| 2 | Joe Evans | 151 | $16,223 | 171 mi | 160.4 mi | 144 | ✈ 1 | 1 | $4,923 | |
| 3 | Yves Dessin | 55 | $12,886 | 358 mi | 349.7 mi | 55 | — | 1 | $5,162 | |
| 4 | Kenneth Lancara | 8 | $1,495 | 289 mi | 279.0 mi | 8 | — | 1 | — | |
| 5 | Praelow Cameron | 51 | $1,417 | 118 mi | 41.5 mi | 20 | — | 1 | $1,823 | |
| 6 | Matthew Sebzda | 131 | $1,063 | 24 mi | 12.1 mi | 4 | — | 1 | $3,454 | |
| 7 | Ray-Anthony Alston | 216 | $479 | 18 mi | 3.3 mi | 4 | — | 1 | $95 | |
| 8 | Eric Colon | 20 | $212 | 59 mi | 15.8 mi | 4 | — | 1 | $5,018 | |
| 9 | Ryan Lewis | 5 | $182 | 168 mi | 54.1 mi | 3 | ✈ 1 | 1 | $2,753 | |
| 10 | Patricia Gordon | 12 | $127 | 153 mi | 15.8 mi | 2 | — | 1 | $818 | |
| 11 | Rozier Cole | 18 | $0 | 38 mi | 0.0 mi | 0 | — | 1 | $481 |