Applied Intelligence

Intelligence that compounds.

Every portfolio we process sharpens our models. Machine learning trained on real South African activation outcomes decides which accounts to call first, which to litigate, and which to retain — turning raw data into recovered value, and getting smarter with every cycle.

  • 01Propensity-to-pay scoring
  • 02Prescription risk modelling
  • 03Contact-probability prediction
  • 04Real-time queue optimisation
Fig. 04 — Model performance by cycleIndexed, illustrative
180160140120100C1C2C3C4C5C6C7C8ACTIVATION CYCLES PROCESSED168

Precision of propensity-to-pay scoring, indexed to the first completed cycle. Illustrative of the compounding effect, not a performance guarantee.

Our Infrastructure

The operational engine behind every portfolio.

Activating distressed debt at scale takes more than good intentions. We have built — and keep investing in — the physical, data, and technological infrastructure that separates a serious operator from a speculative one.

01Dedicated Activation Call Centre

A purpose-built call centre staffed by trained debt-activation specialists running structured RPC campaigns across voice, SMS, WhatsApp, and email — every interaction logged, monitored, and quality-assured.

  • Right-Party Contact specialists
  • Multi-channel outreach capability
  • AOD & arrangement scripting
  • QA monitoring on all calls

02In-House Data Science Team

Our data scientists build and continuously improve the proprietary models powering every acquisition bid, activation priority queue, and resale scorecard — turning raw portfolio data into predictive intelligence.

  • Propensity-to-pay scoring models
  • Prescription vintage risk modelling
  • Contact probability prediction
  • Portfolio segmentation & valuation

03AI-Driven Analytics Platform

Machine-learning models trained on real South African activation outcomes underpin decision-making at every stage — improving contact rates, predicting arrangement durability, and reprioritising queues in real time.

  • ML-powered propensity scoring
  • Dynamic campaign queue optimisation
  • Arrangement durability prediction
  • Portfolio grading automation

04Bureau & Data Integration

Direct integration with South African credit bureaus and enrichment providers refreshes stale contact details at ingestion — current addresses, cell numbers, employment data, and adverse-listing status.

  • National bureau integration
  • Real-time data enrichment
  • Address & employment verification
  • Adverse listing cross-referencing

05Legal & Compliance Infrastructure

A dedicated compliance function and retained external counsel ensure every acquisition, campaign, and consumer interaction operates within the full letter of the NCA, POPIA, Prescription Act, and Debt Collectors Act.

  • Dedicated Compliance Officer
  • External legal counsel retained
  • Pre-approved AOD & comms templates
  • Summons & litigation capability

06Portfolio Management System

A centralised management and reporting platform gives full visibility across every acquired and mandated book — account status, campaign progress, prescription countdown, and resale readiness.

  • Real-time portfolio dashboards
  • Prescription countdown tracking
  • Arrangement monitoring & alerts
  • Client reporting & data packs

Work With Us

A serious partner for serious books.

Whether you are exiting a portfolio or optimising one, our people and infrastructure are ready to go to work.