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Telecommunications

Real-Time Log Processing and Alerting for Telecoms

The challenge Telecom networks produce huge volumes of log data. Problems are often found only after customers notice them and call support. What we…

Cybersecurity Data Lake with Outlier Detection

The challenge Security teams hold data from many tools but have no single view. Unusual activity hides in the noise. What we built We…

Customer Churn Prediction for Telecoms

The challenge Keeping a customer costs less than winning a new one, yet many customers leave without warning. What we built We built an…

Real-Time Log Processing and Alerting for Telecoms

The challenge Telecom networks produce huge volumes of log data. Problems are often found only after customers notice them and call support. What we…

  • Strategy

    Stream logs into a central data lake and alert on patterns that signal trouble.

  • Design

    A real-time log processing and alerting platform, proven in an operational setting.

  • Client

    Telecommunications sector

  • Tags

    Telecommunications

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Cybersecurity Data Lake with Outlier Detection

The challenge Security teams hold data from many tools but have no single view. Unusual activity hides in the noise. What we built We…

  • Strategy

    Centralise security data in a data lake and apply outlier detection.

  • Design

    A cybersecurity data lake with automated outlier detection.

  • Client

    Telecommunications sector

  • Tags

    Telecommunications

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Customer Churn Prediction for Telecoms

The challenge Keeping a customer costs less than winning a new one, yet many customers leave without warning. What we built We built an…

  • Strategy

    Combine customer history and external data in a churn prediction model.

  • Design

    An AI churn prediction model for telecoms.

  • Client

    Telecommunications sector

  • Tags

    Telecommunications

View Project