Identify Churning Subscribers 60 Days Before They Port - and Win Them Back
South African mobile subscribers port over 180,000 numbers per month. For every high-value subscriber your retention team saves, five more have already silently decided to leave. Our AI churn prevention platform scores every subscriber daily, ranks at-risk accounts by lifetime value, and triggers personalised retention interventions before the port request is ever submitted.
"We were spending R3.2M per quarter on retention campaigns that were largely wasted on subscribers wh…"
Thandi Mokoena, Executive: Customer Retention
Your Retention Team Is Fighting Churn After the Decision Has Already Been Made
Subscriber churn in South Africa's highly competitive mobile and fibre market is driven by a predictable sequence of signals - network experience degradation, price sensitivity triggers, competitive offer exposure, and support friction - that accumulate over weeks before a subscriber acts. Traditional retention programmes wait for a port request or a cancellation call before engaging, by which point the decision is almost irreversible.
- South Africa's mobile number portability (MNP) system allows subscribers to port within 24 hours of submitting a request - your retention team has almost no time to intervene once the process starts
- High-value postpaid and business subscribers represent the top 20% of revenue but are the least likely to be identified as churn risks by rule-based retention systems that focus on payment delinquency
- Competitive MVNO and fibre entrants offering aggressive pricing trigger churn waves that traditional CRM systems cannot predict because the trigger is external - not visible in your own subscriber data without AI cross-referencing
- Retention budget wasted on subscribers who were never going to churn - blanket discount campaigns that reduce ARPU across the base to retain subscribers who needed no incentive - is a significant and measurable revenue leak
- B2B and enterprise account churn is particularly damaging because it involves multiple lines, data contracts, and often managed service agreements - losing a single corporate account can represent R400K+ in annual revenue
The Subscribers Most Likely to Churn Are Invisible to Your Current Retention System
Churn prediction based on billing delinquency and call centre contacts misses the majority of high-value voluntary churners entirely. These subscribers pay on time, rarely call support, and leave quietly - because they have already decided and are simply waiting for their contract to expire. AI detects the behavioural shifts - reduced data usage, changed calling patterns, network complaint proxies, and app engagement drops - weeks before the subscriber acts.
Your AI-Powered Subscriber Retention Intelligence Platform
We deploy an AI churn scoring engine that connects to your BSS, CRM, network experience data, and billing systems to score every subscriber daily for churn probability, estimated lifetime value, and recommended retention intervention - giving your retention team a prioritised, actionable workqueue instead of a reactive firefight.
Daily Subscriber Churn Scoring
Every subscriber receives a daily churn probability score based on 80+ behavioural, network experience, and billing signals. Scores are ranked by predicted churn probability weighted by subscriber lifetime value - ensuring your retention team focuses resources on the accounts where retention has the greatest financial impact.
Personalised Retention Offer Engine
AI matches at-risk subscribers with the retention offer most likely to succeed based on their usage profile, price sensitivity, competitive exposure signals, and historical response to previous interventions. Offers are dynamically generated to protect ARPU - discount only what is necessary, not what is available.
Multi-Channel Intervention Automation
Retention interventions are triggered automatically via WhatsApp, SMS, outbound call scheduling, or in-app notification - with the right message, at the right time, through the subscriber's preferred channel. Intervention outcomes are fed back to the AI to continuously improve offer targeting accuracy.
Ready to implement this for your Telecommunications Companies?
Get My Custom AI Plan"We were spending R3.2M per quarter on retention campaigns that were largely wasted on subscribers who weren't going anywhere. The AI churn platform completely restructured how we allocate retention budget - we now spend on the right subscribers, with the right offer, at the right time. Voluntary postpaid churn dropped 41% in the first two quarters and our retention cost per save fell by 58%."
Thandi Mokoena
Executive: Customer Retention, Mokoena Mobile Solutions, Sandton
How It Works
Data Architecture & Churn Signal Mapping (Week 1-2)
We audit your BSS, CRM, billing, and network experience data sources to map the churn signals available in your subscriber data. We identify historical churners and build the training dataset - correlating pre-churn behavioural patterns with port and cancellation event records to establish the predictive model foundation.
AI Model Training & Retention Offer Integration (Week 3-4)
We train the churn scoring model on your subscriber population, validate prediction accuracy against held-out historical data, and integrate with your retention offer catalogue. Offer selection logic is configured in collaboration with your retention team to ensure AI recommendations align with commercial retention policy.
Go Live & Retention Team Activation (Week 5+)
The churn scoring queue integrates with your CRM and is visible to retention agents as a prioritised workqueue. Automated intervention workflows are activated for lower-tier subscribers. The AI model is retrained monthly on new churn outcomes - improving prediction accuracy as your subscriber base and competitive landscape evolve.
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