Telecommunications companies sit on some of the richest operational data in any industry — network performance, customer behaviour, churn signals, capacity utilisation, incident patterns. The problem isn’t the data. It’s the latency between data and decision.

The 2am problem

Nobody checks a dashboard at 2am. But network degradation doesn’t wait for business hours. ConverSQL’s monitoring agents catch anomalies in real-time and deliver contextual analysis — not just “something’s wrong” but “here’s what, here’s why, here’s what’s affected.”

Telco deployment patterns

• Network anomaly detection — 24/7 performance monitoring with root-cause analysis delivered to Slack
• Churn prediction — natural language access to propensity models across customer segments
• Capacity planning — real-time utilisation queries across regions and infrastructure types
• Regulatory reporting — scheduled, automated compliance submissions

Architecture

ConverSQL sits across the telco’s existing data stack — no data movement, no new warehouses. Query federation handles the cross-system joins that currently take an analyst a full day to reconcile manually. The SQL is always visible for verification.