AM

Case Studies

Results That Speak for Themselves

Real engagements with real outcomes — across fintech, healthtech, SaaS, and enterprise. Client names are confidential; results are real.

Financial Services

Fintech Data Platform Transformation: From Fragmented Pipelines to Unified Analytics

How a Series C fintech reduced data pipeline failures by 80% and cut time-to-insight from weeks to hours by rebuilding their data platform around a modern lakehouse architecture.

Key Outcomes

  • ✓ 80% reduction in data pipeline failures
  • ✓ Time-to-insight reduced from 2 weeks to 4 hours
  • ✓ Saved $1.2M annually in infrastructure costs
Data Platform Architecture Data Engineering Data Governance
Healthcare Technology

AI Product Advisory for HealthTech: Building a Compliant Clinical NLP Platform

How a digital health startup went from an AI prototype with no regulatory path to an FDA-registered clinical decision support product — in under a year.

Key Outcomes

  • ✓ Launched FDA-registered clinical decision support product
  • ✓ HIPAA-compliant ML infrastructure built from scratch
  • ✓ Model accuracy improved from 71% to 89% F1 score
AI Product Advisory AI Strategy Data Governance

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