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Predictive Network Fault & Outage Prevention

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Telecom & Communications Use Case Portfolio – NeoroTalks

Telecom and communications providers operate some of the most complex, high-volume, and mission-critical infrastructures in the world. While AI promises automation and intelligence, most telecom operators struggle to operationalise AI safely due to fragmented systems, massive data volumes, real-time constraints, and regulatory obligations.

NeoroTalks enables telecom operators to move from reactive operations to proactive, AI-driven execution-securely and at scale. NeoroTalks acts as an AI Operating Layer across network, customer, operations, and business systems-deployable on-prem, private cloud, or hybrid-without exposing sensitive subscriber or network data.

Predictive Network Fault & Outage Prevention

Most outages are detected after service degradation occurs. Reactive fault handling leads to SLA penalties and customer dissatisfaction.

Current Industry Challenge

What NeoroTalks Solves

NeoroTalks enables predictive fault intelligence by analysing historical incidents, performance trends, and environmental data to forecast failures before they occur.

Capabilities include:

Pattern recognition across network KPIs

Early warning alerts for degradation

AI-generated risk summaries

Operator-controlled intervention

How It Works

Network telemetry is continuously analysed

AI identifies early degradation patterns

Risk alerts are generated proactively

Engineers validate and act before outage

Business Impact

Reduced unplanned outages

Higher SLA compliance

Lower customer churn

Proactive network management

Deployment Snapshot

Industry: Telecom – Network Reliability

Solutions Used: Agentic AI Workforce, Analytics

Deployment: On-Prem / Hybrid

Impact: Fewer outages, proactive operations

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