All Case Studies
Telecommunications14 weeks

NexGen Telecom

NOC team overwhelmed with 4,000+ daily alerts, 80% being false positives, causing alert fatigue and missed critical incidents across the backbone network.

92%
False Positives Reduced
75%
MTTR Improvement
4K→340
Alerts Consolidated

The Challenge

NOC team overwhelmed with 4,000+ daily alerts, 80% being false positives, causing alert fatigue and missed critical incidents across the backbone network.

Our Solution

Byteflu deployed AIOps-driven alert correlation and suppression, redesigned monitoring thresholds using ML baselines, and implemented automated remediation playbooks for known-good resolution patterns.

Services Deployed

  • Network Management
  • Automation Services

Our Approach

Timeline: 14 weeks
  1. 1

    Analyzed 90 days of alert data to identify correlation patterns and noise sources

  2. 2

    Deployed Moogsoft for ML-based alert correlation and suppression

  3. 3

    Replaced static thresholds with dynamic baselines learned per device/interface

  4. 4

    Built 45 automated remediation playbooks for common fault scenarios

  5. 5

    Redesigned NOC escalation tiers based on reduced, high-fidelity alert stream

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