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Telecom verified Verified Outcome TRL 9

Global Telecom Data Ocean & Product Catalog

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

Executive Summary

ANALYST: COI RESEARCH

Moving 8,000 data feeds from 21 markets into a single cloud 'Data Ocean', the telco implemented a product-based operating model. Local markets (domains) own their data and publish standardized products (e.g., 'Customer Churn Score') to the global catalog. This allows the group to scale AI use cases globally while respecting local data sovereignty.

rate_review Analyst Verdict

"Solving the 'Scale vs. Sovereignty' paradox. By enforcing a common data model (product definition) but allowing local execution, the entity scaled its AI capabilities. The operating model shift—treating local markets as data product owners—was more critical than the cloud migration itself."

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

warning The Challenge

The group could not leverage its global scale because each country operated as a data silo with different definitions of 'churn' or 'ARPU'. Developing a fraud model in Italy required starting from scratch in Germany.

psychology The Solution

The 'Nucleus' program built on Google Cloud. A governance team defined the 'Common Data Model'. Local teams ingest and map their data to this model, publishing it as a certified product. Central data scientists can then build models that work across all markets.

settings_suggest Technical & Deployment Specs

Integrations
SAP, Network Probes
Deployment Model
Public Cloud
Data Classification
CDR / Customer
Estimated TCO / ROI
High
POC Summary (2019-01-01 to 2020-01-01)

"N/A"

shield Risk Register & Mitigation

Risk Factor Severity Mitigation Strategy
Data Sovereignty Critical Logical separation of data by region within the platform.
Adoption Medium Top-down mandate from Group CEO.

trending_up Impact Trajectory

Audited value realization curve

Ingestion of >50PB of data Verified Outcome
Primary KPI1,000+ data products created
Audit CycleDeployment of 'Smart Network' planning tools globally

policy Compliance & Gov

  • Standards: GDPR, Local Telecom Regs
  • Maturity (TRL): 9
  • Evidence Score: 5/10
  • Data Class: CDR / Customer

folder_shared Verified Assets

description
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 company without exposing sensitive IP or identities.

Private
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1. Raw Evidence

Audit ID: #PRIV-903
Evidence: Direct SQL Logs
Public
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2. Verified Asset

Outcome: Verified
Ref ID: #COI-903

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