Nakitera runs credit and collections infrastructure reaching millions of clients. Collections is a volume business — but it's also a relationship business, and the two pull in opposite directions.

The challenge

Reaching 2.5 million clients with the right message, at the right time, through the right channel was beyond any manual operation. Blanket campaigns damaged relationships; personalized outreach didn't scale.

Building it

A collections agent now manages outreach end-to-end: it segments clients using ColendiMind's behavioral models, chooses channel and timing per client, negotiates payment plans within policy bounds, and hands sensitive cases to human specialists.

What changed

  • Recovery rates improved double-digit versus campaign-based outreach
  • Complaint volume fell as messaging became personal and correctly timed
  • Specialists handle only sensitive cases — everything routine runs autonomously

“Scale used to mean sending the same message to everyone. Now scale means treating every client differently.”

Collections Strategy, Nakitera