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Healthcare & Life Sciences verified Verified Outcome TRL 9

Enterprise Data Mesh for R&D

domain Client: A global biopharmaceutical leader handshake Provider: AWS schedule Deploy: 2022
85 Impact
Enterprise Ready
Evidence Score: B/10
Strength: Medium

Executive Summary

ANALYST: COI RESEARCH

Transformation from monolithic data lakes to a decentralized 'Data Mesh' architecture to accelerate R&D data product creation.

rate_review Analyst Verdict

"Low Risk (Architecture). Validates Data Mesh as the superior model for complex, domain-heavy global enterprises vs centralized lakes."

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

warning The Challenge

Centralized data lakes became bottlenecks; domain scientists couldn't access or trust data managed by central IT. This slowed the pace of innovation and digital product creation.

psychology The Solution

Adopted a Data Mesh architecture on AWS. Decentralized ownership to business domains while enforcing federal governance standards for interoperability.

settings_suggest Technical & Deployment Specs

Integrations
AWS Glue / Lake Formation
Deployment Model
PaaS
Data Classification
Internal / Research
Estimated TCO / ROI
Optimized
POC Summary ( to )

"N/A"

shield Risk Register & Mitigation

Risk Factor Severity Mitigation Strategy
Governance Sprawl Medium Automated policy enforcement

trending_up Impact Trajectory

Audited value realization curve

Hundreds of compliant data products created Verified Outcome
Primary KPIReduced time-to-insight for researchers
Audit CycleEliminated central IT bottlenecks

policy Compliance & Gov

  • Standards: GxP / GDPR
  • Maturity (TRL): 9
  • Evidence Score: B/10
  • Data Class: Internal / Research

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 global biopharmaceutical leader without exposing sensitive IP or identities.

Private
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1. Raw Evidence

Audit ID: #PRIV-486
Evidence: Direct SQL Logs
Public
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2. Verified Asset

Outcome: Verified
Ref ID: #COI-486

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