Case Studies

Production AI. Real Results.

How embedded senior teams delivered measurable impact across complex, data-intensive industries.

Fintech

Real-Time Risk System for Mid-Market Lender

AI initiative stalled due to bandwidth. 3-person embedded team deployed a production risk model in 14 weeks.

60%Less manual processing
35%Faster decisions
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Adtech

ML Bid Optimization for Performance Platform

Replaced rules-based bidding with a real-time ML model. Deployed in 10 weeks alongside the existing team.

22%Improved ROAS
40%Lower CPA
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Biotech

Genomic Data Pipeline for Multi-Site Research

Built scalable data processing architecture unifying workflows across three geographically distributed sites.

Faster processing
3Sites connected
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