# Case Studies | Enterprise AI in Production | Climb Source: https://climb.ai/case-studies Case Studies # Production AI. Real outcomes. The kinds of data and AI problems we take into production for enterprise teams, drawn from real project experience. Find a pattern that looks like yours. [Book a Discovery Call](/contact) ## Engagement patterns Banking · Growth Regional Retail Bank Multi-product · Digitally-led Personalized offers delivered to the right customer at the right moment. 12 wk To production 40% Lead conversion uplift Enormous data. No unified view to act on it. Banking · Risk & Compliance Regional Commercial Bank Mid-market · High transaction volume Fraud caught in real time. AML false positives cut by more than half. 10 wk To production 60% False positive reduction “We'd been trying to get off batch detection for two years. They did it in ten weeks.” Head of Financial Crime, Regional Bank Private Equity · Firm Mid-Market PE Firm $2–5B AUM · 10–20 portfolio companies Cross-portfolio intelligence live across every portco in 10 weeks. 10 wk To production 95% Less reporting time Fourteen portcos. No single version of the truth. Private Equity · Portfolio Company PE-Backed Healthcare Services Business Post-acquisition · Data modernization priority First real-time view of service line profitability within 90 days. 90 days To production 3 → 1 Billing platforms unified Unity Catalog · FHIR pipelines · Self-serve dashboards Insurance · Underwriting & Growth Regional P&C Insurer Commercial lines · Growing book Underwriting intelligence that sharpened risk selection by 35%. 11 wk To production 35% Risk selection accuracy Three systems. No single view of exposure. Insurance · Fraud & Claims National Life & Health Insurer High claims volume · Fraud pressure mounting Fraudulent payouts down 28%. Claims scored in real time. 8 wk To production 28% Reduction in fraudulent payouts “We shifted from chasing fraud after the fact to stopping it before payment. That's a different business.” VP Claims Operations, National Insurer Life Sciences · R&D & Discovery Mid-Size Biopharma Active pipeline · Multi-trial portfolio Trial site selection time cut in half. Scientists back to doing science. 13 wk To production 50% Reduction in site selection time Years of research data. None of it connected. Life Sciences · Commercial & Supply Chain Specialty Medtech Company Multi-market · Post-launch scaling Real-time commercial and supply chain visibility across 12 markets. 10 wk To production 30% Field force productivity uplift Unity Catalog · Demand forecasting · Territory intelligence Healthcare · Payer Regional Health Plan Growing membership · Manual ops under pressure Prior auth approvals automated. Revenue cycle processing time cut by 45%. 12 wk To production 45% Processing time reduction Claims volume was growing. The team processing them wasn't. Healthcare · Provider & Clinical Regional Health System Quality-focused · HEDIS under pressure Care gaps identified in real time. HEDIS scores improved across 6 measures. 11 wk To production 70% Gap identification time reduced “We always knew the answers were in the data. We just couldn't get to them fast enough.” Chief Clinical Informatics Officer, Regional Health System Manufacturing · Factory & Operations Mid-Size Industrial Manufacturer Multi-line · Sensor-rich environment Unplanned downtime cut by 38%. OEE up 22% in one quarter. 14 wk To production 38% Reduction in unplanned downtime Hundreds of sensors. Zero real-time decisions. Manufacturing · Supply Chain & Commercial Global Components Manufacturer Multi-market · Disruption recovery Forecast accuracy up 40%. Inventory carrying costs down 25%. 12 wk To production 40% Forecast accuracy improvement Unity Catalog · Daily demand forecasting · Dynamic pricing models Retail National Specialty Retailer Multi-channel · Loyalty-led growth Personalization at scale across 8M loyalty members. 11 wk To production 34% Conversion uplift Unity Catalog · Customer 360 · Next-best-action models CPG Mid-Size Consumer Goods Brand Multi-retailer · Trade-spend heavy Trade promotion ROI visible for the first time. Waste down 30%. 13 wk To production 30% Reduction in promotion waste “We walked into annual planning with data we could actually defend. That hadn't happened before.” VP Commercial, Consumer Goods Brand Travel & Hospitality Regional Travel & Hospitality Business Multi-channel · Yield-focused Revenue per available unit up 18%. Pricing updated continuously, not weekly. 10 wk To production 18% Revenue per unit up Weekly pricing reports. A market that moved daily. Digital Native · Data as a Product High-Growth SaaS Business Multi-team · Metrics at scale One source of truth. Every team shipping with confidence. 9 wk To production 60% Reduction in time to insight Five pipelines. Five versions of churn. Zero trust in the numbers. Digital Native · VC-Backed Startup VC-Backed Consumer Tech Company Series B · Scaling fast Personalization shipped. Attribution fixed. Revenue impact visible in week one. 11 wk To production 35% Ad spend ROI improvement “Series B money buys runway. We stopped burning it on a data foundation that wasn't working.” CTO, VC-Backed Consumer Tech 0 AI ## Ready to map your engagement? Walk away with a Basecamp recommendation and a 90-day roadmap to production. Thirty minutes. [Book a Discovery Call](/contact) [Browse Basecamps](/basecamps)