Solve your business problems and quickly build AI/ML-powered solutions using the H2O AI Cloud and H2O.ai services. Explore how H2O.ai can help improve efficiency and agility, reduce cost, and help businesses scale and compete in the face of modern challenges.
Lastest Use Cases
Cash Optimization (ATMs)
Create an intelligent cash management system (eg, in ATMs) based on cash demand forecasting; predict cash demand
Cyber-threat detection
Help information security teams reduce risk and improve their security posture efficiently and effectively
Accounting and Auditing
Transform auditing from quarterly to real-time, driving audit quality, accuracy and reliability
Infrastructure and Operations
Cyber-threat detection
Help information security teams reduce risk and improve their security posture efficiently and effectively
Cash Optimization
Create an intelligent cash management system based on cash demand forecasting; predict cash demand
Accounting and Auditing
Transform auditing from quarterly to real-time, driving audit quality, accuracy and reliability
Employee Retention
View predictions of employee departure, forecast churn rates and identify relevant factors contained in employee data
Anomaly Detection
This time series process looks at expected data volumes based on historical patterns. Upper and lower boundaries...
Customer Acquisition
Account Opening / Card Issuing
Promote products (accounts, cards) with more relevancy to boost customer acquisition
Credit Scoring
Help underwriters evaluate creditworthiness using alternate data sources; predict credit potential
Fair Lending and Loan Predictions
Simplify the process of predicting whether the customer will default
Buy Now, Pay Later (BNPL)
Harness alternative data beyond traditional credit checks to support credit...
Debt Repayment
Model prepayment risk and automate document classification to predict repayments/prepayment risks
Personalized Offers
Product Recommendations
Understand the relationship between various products in a catalog and generating...
Contextual, Cookieless Targeting
Help marketing teams at FIs achieve more awareness and achieve higher conversions
Behavioral Targeting
Send messages/content at the right time with the right content based on individual and collective customer...
Propensity to Buy
Expand offers to customers with accuracy and speed by implementing predictive analytics
Direct Mail Marketing
Develop better customer profiles that will target direct mailing, optimizing costs behind direct in-home mailing
Customer Service and Retention
Customer Handling and Call Center Optimization
Improve customer experience and reduce handling costs; map the query by the customer to appropriate...
Customer Churn
Predict customer churn based on behavioral patterns and cadence of transactions; Identify leading indicators for churn
Financial Markets
Bond Pricing and Performance
Train and score 2-way bond pricing models in real-time; predict errors between price...
Trading Strategies
Define objective functions & impose constraints; formulate rule definitions; run trade simulations
Factor Investing
Predict factors (eg, volatility) for a given security universe and select securities generating alphas
M&A Advisory Services
Predict the likelihood of a public company being acquired over given time frames to provide a rapid yet in-depth...
Cryptocurrency Trading
Make predictions about the dynamics of the cryptocurrency market; determine the sentiment of the crypto market by....
Fraud and Compliance
Application / Account Opening Fraud
More accurately score applicants for fraud to drive down manual reviews...
Check Fraud
Quickly and accurately detect fraudulent alterations (eg, counterfeit, forged) in bank checks
Collusion Fraud
Detect buyer and seller collusion; analyze acticities, accounts addresses, device IDs, coordinates, ...
Transaction Fraud
Find new ways to improve fraud detection accuracy and detection time across multiple transaction fraud types
Anti-Money Laundering
Leverage ML to more accurately spot suspicious and criminal behavior; balance compliance and cost by assessing the risk...
Customer 360
KYC Automation
Operationalize customer data understand behavior analytics for marketing and fraud prevention use cases
Customer Behavior Analysis
Segment users on the basis of different attributes such as demographics data
Predicting ICU Transfers
Use patient medical records, laboratory results, and vital signs from patients to find early warning signals...
Medical Testing
By using volumes of patient information, use AI models to predict likely test results a given patients
Improving Clinical Workflow
AI-based decision support helps doctors and nurses by providing a second opinion
Predicting Hospital Acquired Infections
Predict which patients are most likely to develop central...
Predicting Hospital Readmissions
Provide a proactive assessment of their risk and notify clinicians while the patient is still hospitalized
Sepsis Prevention
AI driven early diagnosis based on routine vital signs and metabolic levels from electronic medical records can highlight patients at risk
Claims Denials Management
Streamline the denials management process by finding claims that have a...
Claims Fraud Detection
Flag potentially fraudulent claims for further review, an also identify good transactions and streamlining their...
Fraud Mitigation
Machine learning models can be used to automate claims assessment and routing based on existing fraud patterns.
Customer Retention
Look at a variety of data, including new data sources, and at relatively complex interactions...
Personalized Rate Management
Use more personalized data to make the risk assessment results in an individualized picture of risk
Personalized Product Bundling
Insurance companies can determine which products and policy options are the best fit for a given consumer.
Claims Management
AI models can also provide reason codes for claims denials, which streamlines the review process by allowing the analyst to quickly resolve
Predictive Manufacturing Design
AI based models can determine which combinations of variables are most likely to produce a positive result
Predictive Maintenance
AI based predictive maintenance uses a variety of data to determine which components should be replaced before they break
Supply Chain Optimization
AI models can be used to update resource plans, reroute inventory where it is needed, and streamline resource...
Transportation Optimization
AI based transportation optimization leverages route information, weather data, fuel cost and other such factors...
Next Best Offer
Marketers can determine which customers are likely to be interested in current offers and only those customers will receive them
Lead Scoring
AI based machine learning models can score marketing leads using a wider variety of factors and learn from those leads that ultimately became...
Smart Segmentation
AI based machine learning models can easily segment customers using a much wider variety of data including browsing behavior, prior...
Content Personalization
AI techniques can be used to create 1:1 personalization of content that matches the right content with the right customer at the right time.
Next Best Action
Discover the touchpoint that is likely to produce the desired outcome based on successful outcomes from interactions with other customers combined with...
Assortment Optimization
AI models can look at a variety of factors including past sales, store display space, local trends, online behavior, and more to determine which...
Pricing Optimization
AI models can be used to determine the best price for each item using data on seasonality and price elasticity along with real-time inputs
Predictive Customer Support
AI models can then determine the most likely issues that the customer is facing with the minimal amount of questioning.
Predictive Fleet Maintenance
AI models can look for patterns in data that indicate failure modes for specific components or generate more accurate predictions of the lifespan...