Case Studies

Recent outcomes from real client systems.

Examples of measurable impact from AI, data, and cloud modernization engagements.

Financial Services Automation

Claims triage acceleration

Built a document intelligence pipeline and routing engine to classify incoming claims in near real time.

  • 62% faster claim intake
  • 31% lower manual review workload
  • Auditable decision trace for compliance
Retail Forecasting

Inventory planning model upgrade

Replaced spreadsheet-based planning with ML forecasting tied to promotion and seasonal drivers.

  • 18% improvement in forecast accuracy
  • 12% stockout reduction in priority lines
  • Executive dashboard refreshed every 4 hours
Healthcare Data Platform

Unified clinical analytics foundation

Consolidated fragmented datasets into a governed platform with secure role-based access.

  • 70% faster reporting cycle time
  • Improved data trust across business units
  • Enabled future AI program roadmap

"Evolvion was the first partner who tied every technical milestone to business impact. We moved from pilot fatigue to a production roadmap our teams trust."

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