ROI Benchmark Database • Infinidatum Version 1.0.0

AI ROI Benchmark Database

Searchable database of 100+ AI ROI benchmarks from real-world implementations. Filter by industry, use case, company size, and ROI range. Evidence-based data from Fortune 100 deployments.

100+ Real-World BenchmarksMultiple IndustriesAdvanced FilteringExport to PDF/CSV

Industry Distribution

ROI Distribution

Benchmarks (16)

RBC

1700% ROI

Advanced fraud detection system reducing false positives by 60% and detecting fraud 3x faster

Industry: Financial Services
Use Case: Fraud Detection
Company Size: Large Enterprise
Implementation: $800K
Time to Value: 8 months
Annual Savings: $18.5M
Technology: ML Models
Year: 2023
Source: The AI Inflection Point

Coinbase

934% ROI

AI-powered customer support chatbot handling 70% of inquiries autonomously

Industry: Financial Services
Use Case: Customer Support
Company Size: Large Enterprise
Implementation: $300K
Time to Value: 5 months
Annual Savings: $4.8M
Technology: LLM (GPT-4)
Year: 2024
Source: The AI Inflection Point

Ramp

587% ROI

Automated transaction categorization using LLM, reducing manual processing time by 85%

Industry: Financial Services
Use Case: Transaction Categorization
Company Size: Mid-Market
Implementation: $150K
Time to Value: 4 months
Annual Savings: $2.1M
Technology: LLM (GPT-4)
Year: 2024
Source: The AI Inflection Point

Law Firm

520% ROI

AI-powered document review reducing review time by 70%

Industry: Legal
Use Case: Document Review
Company Size: Mid-Market
Implementation: $180K
Time to Value: 4 months
Annual Savings: $1.8M
Technology: LLM (GPT-4)
Year: 2024
Source: Industry Analysis

Manufacturing Company

480% ROI

Predictive maintenance reducing downtime by 40% and extending equipment life

Industry: Manufacturing
Use Case: Predictive Maintenance
Company Size: Large Enterprise
Implementation: $800K
Time to Value: 9 months
Annual Savings: $7.2M
Technology: IoT + ML Models
Year: 2023
Source: Industry Analysis

Stripe

450% ROI

Payment processing optimization reducing transaction failures and improving approval rates

Industry: Financial Services
Use Case: Payment Optimization
Company Size: Large Enterprise
Implementation: $400K
Time to Value: 7 months
Annual Savings: $3.2M
Technology: ML Models
Year: 2023
Source: The AI Inflection Point

SaaS Company

440% ROI

AI chatbot handling 80% of customer inquiries with high satisfaction

Industry: Technology
Use Case: Customer Support
Company Size: Mid-Market
Implementation: $120K
Time to Value: 3 months
Annual Savings: $850K
Revenue Impact: +15% customer satisfaction
Technology: LLM (GPT-4)
Year: 2024
Source: Industry Analysis

Regional Hospital Network

420% ROI

Automated prior authorization processing reducing administrative burden

Industry: Healthcare
Use Case: Prior Authorization
Company Size: Mid-Market
Implementation: $350K
Time to Value: 6 months
Annual Savings: $2.8M
Technology: LLM + Automation
Year: 2024
Source: Industry Analysis

Legal Tech Company

410% ROI

Automated contract analysis identifying risks and key terms

Industry: Legal
Use Case: Contract Analysis
Company Size: Mid-Market
Implementation: $220K
Time to Value: 5 months
Annual Savings: $1.5M
Technology: LLM (Claude)
Year: 2024
Source: Industry Analysis

Klarna

380% ROI

AI shopping assistant increasing conversion rates and average order value

Industry: Financial Services
Use Case: Shopping Assistant
Company Size: Large Enterprise
Implementation: $250K
Time to Value: 6 months
Annual Savings: $1.9M
Revenue Impact: +12% revenue
Technology: LLM (GPT-4)
Year: 2024
Source: The AI Inflection Point

Insurance Company

360% ROI

Automated claims processing reducing processing time by 65%

Industry: Insurance
Use Case: Claims Processing
Company Size: Large Enterprise
Implementation: $550K
Time to Value: 7 months
Annual Savings: $4.2M
Technology: LLM + ML Models
Year: 2024
Source: Industry Analysis

E-commerce Platform

350% ROI

AI-powered inventory optimization reducing stockouts by 30%

Industry: Retail
Use Case: Inventory Management
Company Size: Mid-Market
Implementation: $200K
Time to Value: 5 months
Annual Savings: $1.4M
Revenue Impact: +8% revenue
Technology: ML Models
Year: 2024
Source: Industry Analysis

JPMorgan Chase

320% ROI

Automated payment processing reducing manual intervention by 75%

Industry: Financial Services
Use Case: Payment Processing Automation
Company Size: Large Enterprise
Implementation: $1.2M
Time to Value: 10 months
Annual Savings: $8.5M
Technology: ML Models + Automation
Year: 2023
Source: The AI Inflection Point

Retail Chain

290% ROI

Improved demand forecasting reducing waste and improving margins

Industry: Retail
Use Case: Demand Forecasting
Company Size: Large Enterprise
Implementation: $450K
Time to Value: 7 months
Annual Savings: $2.6M
Revenue Impact: +5% revenue
Technology: ML Models
Year: 2023
Source: Industry Analysis

Large Healthcare System

280% ROI

Automated clinical note generation reducing documentation time by 60%

Industry: Healthcare
Use Case: Clinical Documentation
Company Size: Large Enterprise
Implementation: $600K
Time to Value: 8 months
Annual Savings: $3.5M
Technology: LLM (GPT-4)
Year: 2024
Source: Industry Analysis

Nubank

256% ROI

AI-powered credit risk assessment improving accuracy and reducing processing time

Industry: Financial Services
Use Case: Credit Risk Assessment
Company Size: Large Enterprise
Implementation: $500K
Time to Value: 6 months
Annual Savings: $5.2M
Technology: ML Models + LLM
Year: 2023
Source: The AI Inflection Point