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Automotive verified Verified Outcome TRL 9

Cloud Data Hub & Self-Service Portal

domain Client: A leading German premium automaker handshake Provider: AWS schedule Deploy: Q4 2020 (Scale)
92 Impact
Enterprise Ready
Evidence Score: 5/10
Strength: High

Executive Summary

ANALYST: COI RESEARCH

To democratize data access for 5,000+ internal users while maintaining strict governance, the automaker built the 'Cloud Data Hub'. This platform combines a data lake with a custom front-end portal ('Data Portal') where data providers register datasets and consumers request access. Governance is enforced via automated Terraform scripts and IAM roles.

rate_review Analyst Verdict

"Exemplary implementation of 'Freedom within a Framework'. Instead of a central team fulfilling data requests (slow), the portal allows self-service while the underlying infrastructure automatically enforces encryption, tagging, and residency rules."

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

warning The Challenge

Vehicle telemetry and production data were siloed in on-premise servers. Different departments (R&D, Sales, Production) duplicated data storage, creating 'shadow IT' with no governance over compliance or costs. Engineers couldn't find the data they needed for AI projects.

psychology The Solution

The hub uses AWS S3 for storage and Glue for cataloging. The 'Data Portal' serves as the governance interface. When a user requests data, the data owner receives a notification to approve. Upon approval, the system automatically provisions the compute resources and IAM permissions.

settings_suggest Technical & Deployment Specs

Integrations
AWS Glue, Athena
Deployment Model
Public Cloud
Data Classification
Vehicle Telemetry / Customer
Estimated TCO / ROI
Medium
POC Summary (2019-01-01 to 2020-01-01)

"Migration from on-prem Hadoop."

shield Risk Register & Mitigation

Risk Factor Severity Mitigation Strategy
Cost Sprawl Medium FinOps dashboard integration to show costs per use case.
Metadata Quality Medium Mandatory schema registration.

trending_up Impact Trajectory

Audited value realization curve

Management of >10 PB of data Verified Outcome
Primary KPI5,000+ internal users enabled
Audit CycleElimination of shadow IT data silos

policy Compliance & Gov

  • Standards: GDPR, UNECE
  • Maturity (TRL): 9
  • Evidence Score: 5/10
  • Data Class: Vehicle Telemetry / Customer

folder_shared Verified Assets

description
Verified Case Study
PDF • Version 1
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Technical Audit
PDF • Audited
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The "Blind Verification" Protocol

How we verified these outcomes for A leading German premium automaker without exposing sensitive IP or identities.

Private
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1. Raw Evidence

Audit ID: #PRIV-858
Evidence: Direct SQL Logs
Public
public

2. Verified Asset

Outcome: Verified
Ref ID: #COI-858

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