AI for customer experience, churn, and network operations
Telcos, MVNOs, ISPs, and broadband providers use Deburise to deflect tier-1 support, predict and prevent churn, automate field-service coordination, and turn every customer interaction into a retention opportunity.
What Telecom clients see with Deburise
WhereTelecom teams hit the wall
Massive tier-1 support volume
Balance checks, plan changes, data top-ups, and bill questions dominate inbound - and humans handling them is unprofitable.
Churn detected too late
By the time the retention team sees the signal, the customer has already ported out.
Field-service coordination
Provisioning, installations, and fault repair involve too many handoffs across CRM, OSS/BSS, and field teams.
Cross-sell engine is generic
Postpaid upgrade, broadband bundle, and value-added service offers go to the wrong customers at the wrong time.
The telecom numbers behind every AI conversation
Industry-wide pressure on margins, churn, and customer experience that AI is uniquely positioned to fix.
SolutionsWhat we build for Telecom
Self-Service AI
Tier-1 conversational agent across WhatsApp, app, IVR, and web - balance, recharge, plan change, complaint creation, KYC re-verification.
Churn Prediction & Retention
ML models that surface at-risk customers 30+ days early - triggering personalised retention offers automatically.
Field-Service Orchestration
Install, fault, and provisioning workflows coordinated across customer, dispatch, OSS/BSS, and field engineer - with WhatsApp updates throughout.
Network Ops AI
Anomaly detection on network telemetry and complaint streams - predicting outages before customers notice.
Personalised Offers
Next-best-offer engine fusing usage, payment, and tenure signals - for upgrades, bundles, and VAS.
B2B Account AI
Enterprise account agents covering quote-to-cash, contract questions, and SLA reporting on demand.
Legacy telco ops vs AI-led telco ops
Same network, same plans - significantly lower cost-to-serve and a customer experience that fits the modern subscriber.
- Average tier-1 contact cost$2.50 - $6.00
- Self-service containment20-35%
- Churn-prediction lead time0-10 days
- Install / fault status visibilityCustomer calls to ask
- Next-best-offer relevanceStatic segments
- Outage detectionCustomer calls flood in
- Average tier-1 contact cost$0.20 - $0.50
- Self-service containment70-80%
- Churn-prediction lead time30-60 days
- Install / fault status visibilityProactive WhatsApp updates
- Next-best-offer relevancePer-customer, real-time
- Outage detectionAI flags before customers notice
In actionHow Telecom teams put this to work
Self-service tier-1
Customer asks for plan change on WhatsApp; AI authenticates, shows options, processes the change, and confirms - no human.
Churn save
ML flags an at-risk customer 45 days before contract end; AI sends a tailored retention offer; uptake measured automatically.
Install coordination
New broadband customer books install via app; AI books the slot, sends pre-install checklist, dispatches the engineer, and follows up post-install.
Where AI changes the telecom P&L
Composition of cost savings and revenue lift across our telco and ISP deployments.
- Tier-1 self-service & deflection36%
- Churn prediction & save22%
- Field-service orchestration18%
- Cross-sell & next-best-offer14%
- Network ops & anomaly detection10%
Production benchmarks for telecom AI
Targets we hold telco and ISP deployments to before scaling traffic through them.
Let's buildReady to bring AI to your telecom operation?
Book a free 30-minute call. We'll show you the three highest-impact automations for your business - with a realistic timeline and ROI estimate.