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Process automation case study using the ROI-FIRST approach

Accounts Receivable & Preventive Collections

Industry

Distribution & Commerce

Date

Feb 17, 2026

Company size

Small (20–50 employees)

Recommendation

✅ AUTOMATE

Time saved

From 30 min to 7.5 min per case

Process automated

Overdue accounts monitoring and client collections management

Process description

The process includes daily review of accounts receivable status in the ERP, identifying invoices close to due date, sending preventive collection communications, logging payment commitments, escalating overdue cases to management, and generating weekly receivables reports. Currently handled manually by the collections analyst with support from the commercial manager.

ROI Automation, recommendation and costs

COP

currency $:

Level of Automation
% Automation
Cases x Month
Time x Case (hours)
High
75
60
0.5
Personas Involucradas
Nivel de Cargo Promedio
Average Monthly Salary
Real Company Cost with Benefits
3
Level 2 (Commercial Manager) + Level 4 (Senior Analyst)
5.500.000
8.432.000
Monthly Operational Cost
Annual Operational Cost
Estimated Monthly Savings
6.324.000
75.888.000
4.743.000
Estimated Annual Savings
Year 1 Investment
Net Benefit Year 1
56.916.000
10.228.950
46.687.050
Cumulative Net Benefit 3 Years
FTE Equivalente Liberado
140.469.150
1.5

Power in Numbers

456

ROI Year 1 (%)

2.2

Payback (months)

5.56

Cost/Benefit ratio

✅ AUTOMATE

Process with very high frequency (60 cases/month), clear escalation rules, and repetitive communications. Automating alerts, email sending, and commitment logging frees the commercial manager to focus on negotiation. 456% ROI in year one. The cash flow impact is often greater than the savings in hours.

Signs of inefficiency detected

• Analyst spends 50% of time just reviewing the receivables spreadsheet • Commercial manager involved in basic follow-ups • Clients receive late collection notices because the process doesn’t scale • No historical record of payment commitments

Is your accounts receivable costing you time and money? Calculate your ROI in 30 minutes

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