#10Field Services202595% faster processing
AI-Powered Mobile Expense Automation
Company with 100+ Field Employees
By Michael Oskola, Founder & AI Automation Architect · Project completed 2025
AI-powered expense reporting with receipt extraction, reducing processing from 3-5 days to instant with <1% error rate.
AppSheetGemini AIBill.com
What was the problem?
100+ field employees submitted expenses via paper receipts and email, leading to 3-5 day reimbursement cycles, 15%+ error rates, and finance team burnout.
How did Retailbox solve it?
Built an AppSheet mobile app where employees snap a receipt photo; Gemini AI extracts vendor, amount, category, and tax. Auto-syncs to Bill.com for reimbursement with manager approval flow.
What were the results?
- ✓Processing time: 3-5 days → instant (95% faster)
- ✓Error rate: 15% → <1%
- ✓Finance team reclaimed ~20 hours/week
- ✓Employee satisfaction up (same-day reimbursements)