Case Studies & Published Work

Challenge: A top-10 bank needed to reduce false positive fraud alerts that were costing $12M annually in manual review overhead.

Challenge: A global tech firm's data science team was spending 70% of their time on infrastructure instead of model development.

Challenge: A regional hospital network needed to migrate 15 legacy on-premises systems to AWS while maintaining HIPAA compliance and zero patient downtime.

Challenge: A national retailer had 14 disconnected reporting systems with data that was 3 days stale, causing poor merchandising decisions.

Challenge: A manufacturing company's AP team manually processed 12,000+ invoices monthly, with a 4% error rate and 10-day processing time.

Challenge: An enterprise SaaS company's SDR team spent 4+ hours daily on manual prospect research before any outreach activity.

Challenge: A precision parts manufacturer was experiencing 3.5% defect escape rate through manual visual inspection, costing $2.1M annually in recalls.

Challenge: A fintech startup needed a data platform that could scale from 0 to millions of events per day without fixed infrastructure costs.

Challenge: A grocery chain's manual demand forecasting was 68% accurate, leading to $14M in annual waste and frequent stockouts on high-velocity items.