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From the firm's own write-upReceipt no. 8975
What sucked

Debt collection outreach was handled manually by phone agents working through account lists in a fixed order, which meant lower-priority accounts sometimes got the same attention as accounts that were more likely to result in recovery.

Prioritizing and reaching accounts efficiently was slow and inconsistent.

Private equityFinancial ServicesFinance & Accounting4–6 months
What they built

ModernEdge built an AI collections agent for a PE-backed debt collection firm. It scores each account by recovery likelihood from account history and payment behavior, then places outreach calls in priority order, logs every outcome and flags accounts that need human follow-up.

What changed
Higher recovery rate

On prioritized accounts after the agent was deployed

More efficient outreach coverage

Across the full account portfolio after full rollout

Time to results
4–6 months
Company size
51-250 people
Project cost
$250K – $500K
More fixes like this
Who did it
Kevin Malaekeh
Co-Founder, ModernEdge AI

Pulled from work they published. Pluris hasn't reviewed it yet.