Firefly CollectionsOS · Arrears and Collections Operations

We work the arrears queue. You set the treatment.

We contact customers in early arrears, learn their circumstances, and administer the arrangements you approve, under your contact policies and treatment rules.

CollectionsOS · Arrears and Collections Operations, as a line of five stages. Identify: an AI model reads, classifies, extracts or drafts. Contact: deterministic code applies your approved rules. Understand: an AI agent works the case within the limits you approve. Arrange: your team decides. Monitor: an AI agent works the case within the limits you approve.
Unit of work · An account under managementScroll to explore

The problem

Every account in arrears needs its own next step.

A broken promise to pay, a hardship call, and a disputed balance land in one queue, each needing action that day.

Who it servesHeads of collections, arrears, customer assistance, and lending operations

What the service includes

We do the work within the limits of your policy.

Your service schedule lists the tasks your operation includes.

01

Days-past-due (DPD) segmentation

We segment accounts by DPD bucket, product, risk, and your treatment rules, so each enters the right queue on time.

02

Right-party contact

Within your rules on timing, frequency, and consent, we contact the right party, verify identity first, and record every attempt.

03

Promises to pay and payment plans

We record each promise to pay and administer payment plans within the parameters you delegate; the rest goes to your team.

04

Vulnerability, hardship, and disputes

With your indicators, we spot vulnerability, hardship, and disputes early, pause treatment as your policy requires, and refer each case to your team.

05

Complaints

We log complaints raised during treatment and route each to your complaints function with its history.

06

Pre-charge-off handoff

Before charge-off, we assemble the contact, arrangement, and hardship history and hand each account to your recovery route: in-house, agency, or legal.

How the service works

Five stages, and who does each one.

Each stage runs on the method that fits the cost of an error.

  1. 01

    Identify

    AI model

    We validate the case and propose its treatment route.

    InputArrears records and rules

    OutputAn eligible account queue

  2. 02

    Contact

    Approved rules

    We make contact under your rules and record the response.

    InputApproved contact rules

    OutputA documented interaction

  3. 03

    Understand

    AI agent

    Our AI agent gathers the customer’s circumstances and the evidence your rules require.

    InputCustomer and account history

    OutputA treatment or review package

  4. 04

    Arrange

    Your team decides

    Your team approves the arrangement, and we administer it on those terms.

    InputYour treatment decision

    OutputRecorded terms and notices

  5. 05

    Monitor

    AI agent

    Payment by payment, an AI agent tracks each arrangement and flags any break.

    InputPayments and arrangement terms

    OutputA current treatment record

What you receive

The finished work and the evidence behind it.

Unit of workAn account under management

  • Account queues by DPD bucket and treatment route
  • Contact history, including promises to pay
  • Hardship, dispute, and vulnerability referrals
  • Pre-charge-off handoff packages

Authority

The decisions stay with your institution.

You decide

  • Treatment policy
  • Settlement authority
  • Write-off authority
  • Legal-action decisions
  • Customer-protection oversight

We do

  • Arrears segmentation
  • Contact under your rules
  • Arrangement administration
  • Hardship and dispute routing

Systems and technology

We work in your systems, on open-source modules.

Connected to your systems

Servicing platforms, payment records, CRM, your communication providers, document stores, and collections or legal partners.

Measures

We measure the work you receive.

  • Timely action on eligible accounts
  • Right-party contact rate
  • Promises to pay kept
  • Roll and cure rates by DPD bucket
  • Complaint and repeat-contact rates

Scope, pricing, and growth

Start small and expand on evidence.

01

A focused starting point

Early arrears for one product and jurisdiction, with documented procedures.

02

How the service is priced

Per account under management or per case stage, with quality and conduct measures.

03

Where the service can grow

Add treatment stages or ServicingOS.

Questions

What buyers ask before they scope.

Does CollectionsOS start legal action on its own?

No. Legal action follows your authority model and the process you agree.

How are vulnerable customers handled?

Your team takes the conversation. We apply the referral procedures you agree and document every action.

Do you charge purely on recoveries?

No. You pay for the work we do on each account. Any performance component must protect fair treatment and never reward pressure on customers.

Your first operation

Bring us one operation.

Tell us the process, the volume, and what “done” looks like. We will come back with a scope, a deployment plan, and a proposal.