Case Study Library • Infinidatum Version 1.0.0

AI Case Study Library

Comprehensive library of 100+ AI case studies from real-world implementations. Detailed analysis of challenges, solutions, results, and lessons learned. Filter by industry, use case, ROI, and more.

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Industry Distribution

ROI Distribution

Case Studies (10)

RBC

1700% ROI

Fraud Detection

Existing fraud detection system had high false positive rates, causing customer friction and operational inefficiency....

Industry: Financial Services
Company Size: Large Enterprise
Technology: ML Models
Implementation: $800K
Time to Value: 8 months
Annual Savings: $18.5M
financial-servicesfraudmlsecurity

Coinbase

934% ROI

Customer Support

Customer support team was overwhelmed with repetitive inquiries, leading to long wait times and customer dissatisfaction....

Industry: Financial Services
Company Size: Large Enterprise
Technology: LLM (GPT-4)
Implementation: $300K
Time to Value: 5 months
Annual Savings: $4.8M
financial-servicescustomer-supportllmchatbot

Ramp

587% ROI

Transaction Categorization

Manual transaction categorization was time-consuming and error-prone, requiring significant human resources....

Industry: Financial Services
Company Size: Mid-Market
Technology: LLM (GPT-4)
Implementation: $150K
Time to Value: 4 months
Annual Savings: $2.1M
financial-servicesllmautomationhigh-roi

Law Firm

520% ROI

Document Review

Document review for litigation was time-consuming and expensive, requiring large teams of associates....

Industry: Legal
Company Size: Mid-Market
Technology: LLM (GPT-4)
Implementation: $180K
Time to Value: 4 months
Annual Savings: $1.8M
legaldocument-reviewllmlitigation

Stripe

450% ROI

Payment Optimization

Payment processing failures were impacting revenue and customer experience....

Industry: Financial Services
Company Size: Large Enterprise
Technology: ML Models
Implementation: $400K
Time to Value: 7 months
Annual Savings: $3.2M
financial-servicespaymentsmloptimization

Klarna

380% ROI

Shopping Assistant

Customers needed help finding products and making purchase decisions, impacting conversion rates....

Industry: Financial Services
Company Size: Large Enterprise
Technology: LLM (GPT-4)
Implementation: $250K
Time to Value: 6 months
Annual Savings: $1.9M
financial-servicese-commercellmrevenue-growth

E-commerce Platform

350% ROI

Inventory Management

Inventory management was inefficient, leading to stockouts and overstock situations....

Industry: Retail
Company Size: Mid-Market
Technology: ML Models
Implementation: $200K
Time to Value: 5 months
Annual Savings: $1.4M
retailinventorymlsupply-chain

JPMorgan Chase

320% ROI

Payment Processing Automation

Manual payment processing was slow, error-prone, and required significant resources....

Industry: Financial Services
Company Size: Large Enterprise
Technology: ML Models + Automation
Implementation: $1.2M
Time to Value: 10 months
Annual Savings: $8.5M
financial-servicesautomationmlpayments

Large Healthcare System

280% ROI

Clinical Documentation

Physicians spent excessive time on documentation, reducing time available for patient care....

Industry: Healthcare
Company Size: Large Enterprise
Technology: LLM (GPT-4)
Implementation: $600K
Time to Value: 8 months
Annual Savings: $3.5M
healthcaredocumentationllmehr

Nubank

256% ROI

Credit Risk Assessment

Traditional credit risk models were not capturing nuanced risk factors, leading to suboptimal lending decisions....

Industry: Financial Services
Company Size: Large Enterprise
Technology: ML Models + LLM
Implementation: $500K
Time to Value: 6 months
Annual Savings: $5.2M
financial-servicesmlriskcredit