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Telecom verified Verified Outcome TRL 9

Global Data Ocean (Nucleus)

domain Client: A multinational telecommunications conglomerate handshake Provider: Google Cloud schedule Deploy: Q2 2021 (Rollout)
89 Impact
Enterprise Ready
Evidence Score: 5/10
Strength: High

Executive Summary

ANALYST: COI RESEARCH

Operating across 21 markets with fragmented SAP systems, the telco launched 'Nucleus', a program to consolidate 8,000+ data feeds into a single cloud 'Data Ocean'. A key pillar was the implementation of a standardized Common Data Model (CDM) to govern how data is defined across different countries, enabling global scalability of analytics.

rate_review Analyst Verdict

"A massive governance undertaking. Moving 50PB of data is hard; agreeing on what 'customer churn' means across 21 countries is harder. The governance work (CDM) was the critical prerequisite for the technical migration."

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Full Audit Report Available Includes Risk Register, Technical Specs & Compliance Data.

warning The Challenge

Each local market (e.g., Vodafone Germany, Vodafone UK) defined data differently and ran local data warehouses. This prevented the global HQ from having a real-time view of business performance or deploying AI tools (like fraud detection) globally.

psychology The Solution

The entity partnered with Google Cloud. They established a robust data governance framework to map local data to a Global Common Data Model. The 'Data Ocean' allows local markets to ingest data while ensuring it conforms to global standards for reporting.

settings_suggest Technical & Deployment Specs

Integrations
SAP, Google BigQuery
Deployment Model
Public Cloud
Data Classification
Call Data Records (CDR) / Billing
Estimated TCO / ROI
High
POC Summary (2019-01-01 to 2020-01-01)

"Initial pilot with SAP data migration."

shield Risk Register & Mitigation

Risk Factor Severity Mitigation Strategy
Data Sovereignty Critical Data residency controls ensuring German data stays in Frankfurt region.
Migration Fatigue Medium Six-year program horizon.

trending_up Impact Trajectory

Audited value realization curve

Ingestion of >8,000 data feeds Verified Outcome
Primary KPIMigration of >50 PB of data
Audit CycleStandardization of KPIs across 21 markets

policy Compliance & Gov

  • Standards: GDPR
  • Maturity (TRL): 9
  • Evidence Score: 5/10
  • Data Class: Call Data Records (CDR) / Billing

folder_shared Verified Assets

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Verified Case Study
PDF • Version 1
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Technical Audit
PDF • Audited
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Security Architecture

The "Blind Verification" Protocol

How we verified these outcomes for A multinational telecommunications conglomerate without exposing sensitive IP or identities.

Private
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1. Raw Evidence

Audit ID: #PRIV-859
Evidence: Direct SQL Logs
Public
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2. Verified Asset

Outcome: Verified
Ref ID: #COI-859

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