Proven ROI, quantified business value, and lessons learned from telecom data transformations.
Measurable outcomes from SCIKIQ deployments
SCIKIQ delivers measurable value across every telecom use case
| # | Use Case | Business Problem | What SCIKIQ Does | Impact |
|---|---|---|---|---|
| 1 | Revenue Assurance & CDR Reconciliation | Billions of CDRs with complex rating; 2-5% revenue leakage from unbilled events | Single truth layer; de-duplicates CDRs; automates reconciliation across mediation, billing & switches |
$15-50M/year
recovered revenue leakage
|
| 2 | Fraud Detection & SIM Box Prevention | SIM box fraud, subscription fraud, IRSF; spam/scam SMS at scale | ML-powered real-time detection; pattern recognition across voice/data; automated blocking |
95%+ detection rate
<100ms block time
|
| 3 | Churn Prediction & Customer 360 | High churn rates (15-30%); fragmented customer data across touchpoints | Unified customer view; AI churn scoring; propensity models; proactive retention triggers |
15-25% churn reduction
with early intervention
|
| 4 | Network Analytics & QoS | Network performance issues; capacity planning gaps; QoS degradation | Real-time network monitoring; anomaly detection; capacity forecasting; 4G/5G optimization |
20-30% efficiency gain
reduced network incidents
|
| 5 | Regulatory Compliance | Manual regulatory reporting; GDPR/lawful intercept compliance; audit gaps | Automated compliance reports; full lineage & audit trails; privacy-by-design governance |
90% reduction
in compliance reporting time
|
| 6 | AI-Powered Personalization | Generic campaigns; low conversion; missed upsell opportunities | GenAI next-best-action; personalized offers; dynamic pricing; automated campaign optimization |
3-5x conversion
improvement in campaigns
|
Key takeaways from successful telecom data transformations
Technology stack powering telecom transformations