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Healthcare Staffing verified Verified Outcome TRL 9

Legacy Data Warehouse Cost Optimization

domain Client: A market leader in healthcare workforce solutions handshake Provider: Snowflake / Microsoft Azure Data Factory schedule Deploy: 2024
85 Impact
Enterprise Ready
Evidence Score: A/10
Strength: High

Executive Summary

ANALYST: COI RESEARCH

The organization migrated from a legacy, rigid data lake to a decoupled cloud architecture to resolve 'success penalty' costs where data growth outpaced revenue.

rate_review Analyst Verdict

"Low Risk / High Reward. The migration to a consumption-based model carries theoretical risk of unoptimized queries, but realized savings indicate effective governance."

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

warning The Challenge

The enterprise relied on a legacy data lake where compute and storage were coupled, creating an 'always-on' financial liability. Data pipelines failed to meet SLAs, delaying critical business intelligence, and scaling the system was financially prohibitive.

psychology The Solution

Implemented a Data Cloud architecture (Snowflake) decoupling storage from compute, allowing for commodity storage rates and on-demand compute clusters. Utilized Azure Data Factory for serverless ETL orchestration.

settings_suggest Technical & Deployment Specs

Integrations
Azure Data Factory
Deployment Model
SaaS
Data Classification
Internal / Workforce
Estimated TCO / ROI
Reduced
POC Summary ( to )

"Migration proved decoupling value."

shield Risk Register & Mitigation

Risk Factor Severity Mitigation Strategy
Consumption Cost Variability Medium Resource monitors and auto-suspend policies

trending_up Impact Trajectory

Audited value realization curve

93% reduction in total data lake costs Verified Outcome
Primary KPI$2.2 million annual realized savings
Audit CycleData pipeline success rate improved to 99.9%

policy Compliance & Gov

  • Standards: Standard
  • Maturity (TRL): 9
  • Evidence Score: A/10
  • Data Class: Internal / Workforce

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 market leader in healthcare workforce solutions without exposing sensitive IP or identities.

Private
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1. Raw Evidence

Audit ID: #PRIV-459
Evidence: Direct SQL Logs
Public
public

2. Verified Asset

Outcome: Verified
Ref ID: #COI-459

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