Employee Spend Behavior & Reimbursement Equity
Vantara Technologies • Q1 2025 • 2,800 employees across NA, EMEA, LATAM
Target North-Star:
>88% Friction-Adjusted Reimbursement Rate
Current:
81.3%
Avg Submission Frequency
2.8/mo
First-Submit Rejection
17.3%
Out-of-Pocket Persist.
14.6%
Mobile Submission Rate
62.1%
Submission Frequency × Reimbursement Cycle Time by Seniority
Bubble size = employee count in tier. Field Sales LATAM (IC1-IC3) cluster shows low frequency + high cycle time.
Per Diem Utilization Gap by Geography
LATAM utilization 31% below policy ceiling, indicating under-claiming.
Expense Complexity Score by Role
Score = avg categories per claim + multi-approver steps. Field roles show highest complexity.
First-Submission Rejection Rate by Tenure Band
New hires (0-6mo) at 28.4%, exceeding 20% target threshold.
Spend Category Coverage Ratio
% of employees using each category vs. policy eligibility.
Reimbursement Equity Detail Table — Top 14 Cost Centers
| Cost Center |
Headcount |
Avg Sub Freq |
Cycle Time (d) |
Reject % |
Persist % |
Zero-Sub % |
Equity Score |
| Field Sales — LATAM |
142 |
1.0 |
9.2 |
31.2 |
23.1 |
14.2 |
62.4 |
| Customer Success — EMEA |
218 |
2.1 |
7.8 |
19.4 |
16.8 |
9.1 |
74.2 |
| Engineering — NA |
634 |
3.4 |
5.1 |
12.3 |
8.2 |
4.6 |
88.1 |
| Product — NA |
127 |
3.2 |
5.4 |
10.1 |
7.1 |
3.2 |
89.4 |
| Marketing — NA |
89 |
4.1 |
4.8 |
8.9 |
6.4 |
2.8 |
91.2 |
| Field Sales — NA |
356 |
2.4 |
6.9 |
18.7 |
12.3 |
7.8 |
78.6 |
| Finance & Ops — NA |
112 |
3.8 |
4.2 |
7.1 |
5.2 |
2.1 |
92.8 |
| Sales Ops — EMEA |
67 |
2.8 |
6.1 |
15.2 |
10.4 |
6.3 |
81.4 |
| Executive — Global |
18 |
5.2 |
3.1 |
4.2 |
3.1 |
0.0 |
96.7 |
| HR & People — NA |
54 |
3.1 |
5.6 |
11.4 |
8.7 |
5.1 |
86.2 |
| Customer Success — NA |
441 |
2.6 |
6.4 |
16.8 |
11.2 |
7.3 |
79.8 |
| Engineering — EMEA |
198 |
3.0 |
5.8 |
13.1 |
9.4 |
5.6 |
84.7 |
| Field Sales — EMEA |
203 |
1.8 |
8.1 |
24.6 |
17.9 |
11.2 |
70.1 |
| Support — Global |
141 |
2.3 |
7.2 |
20.1 |
13.8 |
8.4 |
75.3 |
Equity Score = composite index (100 = ideal). Field Sales LATAM flagged for intervention.
Claim Value Distribution by Pay Grade
Median claim values. IC1-IC2 show lower claim sizes despite similar travel frequency.
Mobile vs. Desktop Submission Rate by Region
Mobile adoption correlates with higher submission frequency, especially in field roles.
Out-of-Pocket Persistence Rate Trend × Repeat Zero-Submission Rate
90-day rolling trend. Persistence spike in Week 8 driven by LATAM quarter-end travel surge with delayed submissions.
Employees Below 2.0 Freq Target
982 / 2,800
35.1% of workforce — intervention cohort
Total Unreimbursed Est. (90d)
$127K
Hidden compensation equity gap
Policy Compliance Rate
71.2%
Q1 avg across all expense categories