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Operations

Case Study: A Debt Collection Workflow That Lifted Recovery for Parrot CTFs

Parrot CTFs had outstanding invoices piling up. The cause was not unwilling clients. It was the collection process, or rather the lack of one. Follow-ups were manual and sporadic, there was no clear escalation path, and nobody had a clean view of which accounts were at risk.

Before we started, fewer than 40% of overdue invoices ever got a second reminder, and response rates fell off sharply after the first contact.

We fixed the process, not the terms

We did not change payment terms or lean on client relationships. We systematized the manual work with a four-part workflow.

  • Defined collection stages. Clear invoice statuses, so anyone could see at a glance which accounts needed attention and in what order.
  • A structured follow-up cadence. Reminder sequences tied to how old an invoice is, so follow-up no longer depended on someone remembering.
  • Intentional escalation. Each stage gets progressively firmer with explicit expectations, which adds urgency without burning the relationship.
  • A centralized tracking dashboard. One place showing outstanding balances, current stage, last contact, and the next scheduled action.

The results

  • Follow-up coverage went from under 40% to over 95%.
  • Response rate improved about 2.3x.
  • Resolution time dropped 45-50%.
  • Late-stage escalations fell about 60%.
  • Manual collection effort was cut in half.

The lesson

Most collection problems are not really about money. They are about consistency. When the process is predictable, clients respond and your team stops chasing. Build the system once and it pays you back every billing cycle.

If overdue invoices are eating your time, book a call. This is exactly the kind of workflow automation we put in place.

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