All case studies
Telecommunications

Network AI & Care Automation for a National Telecom

Illustrative reference architecture. This is a composite engagement template built to show how Mopshy structures enterprise work. It is not a real Mopshy client, and every figure, KPI, and quotation on this page is illustrative rather than measured client data.

AI-driven network anomaly detection, self-healing runbooks, and a customer-care copilot deployed across consumer and enterprise segments.

−52%

Repeat trouble tickets

−38%

MTTR on major incidents

+18 pts

Care NPS

● The challenge

The bottleneck

Network incidents surfaced through customer calls before NOC noticed. Repeat trouble tickets were 41% of care volume. Enterprise customers demanded SLAs the operating model could not defend.

● What we built

The system

  • Anomaly detection across RAN + core telemetry with automated correlation
  • Self-healing runbooks executed by NOC copilot with approval gates
  • Care copilot surfacing likely resolutions during the first call
  • Enterprise service dashboards with predictive SLA burn alerts
● Executive KPI board

Outcomes measured, not promised

18M

Subscribers served

94%

Anomaly-to-alert precision

0

SLA breach on new enterprise tier

$86M

Annualized value

● ROI model

What it cost, what it returned

Investment

$9.2M program (year one)

Payback

10 months

Annualized value

$86M care + reliability value

● Reference architecture

How it is built

  • Streaming telemetry from RAN + core into a network data platform
  • Correlation engine grouping alarms into incidents with root-cause hypotheses
  • NOC copilot executing runbooks with approval gates
  • Care copilot integrated with CRM and billing
Nokia NetActCisco CrossworkServiceNowAmdocs

Representative engagement. This case study describes a composite of Mopshy AI's enterprise engagement patterns, delivery methodology, and observed outcome ranges. Company names, individual quotes, and specific figures are illustrative and used to communicate the enterprise pattern rather than to describe a single identified client.

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