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.
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
Referral Automation
Businesses and enterprises have lots of unstructured data - especially documents and image scans...
Hospital Capacity Simulator
Hospital capacity simulation solution aims to predict census, hospital capacity, and patient stay.
Gene Mutation AI
H2O.ai’s Gene Mutation AI offers a portable personalized medicine interface that can offer an individual’s genetic risk on demand...
Chest Abnormality Detection
Chest X-Rays (CXRs) are widely used for diagnosing abnormalities in the heart and lung area. Automatically detecting these...
Clinical Decision Support for Heart Disease
Clinical decision support for heart disease has been created to assist in early diagnosis of heart diseases which can also help...
Predicting Hospital-Acquired Infections
An estimated one in 10 patients acquires an infection while hospitalized. This solution can monitor hospital...
Site Selection
AI can be leveraged to speed patient identification and recruitment, reduce site burden, and empower patient engagement...
Predicting Readmissions
Readmission can be significantly reduced by taking steps while the patient is still hospitalized, defining different actions...
Medical Claims Fraud
The U.S. Justice Department estimates that 3% of healthcare claims in the United States are fraudulent.
Fraud and Claims Overpayment Detection
Claims may be overpaid due to fraud, waste, or abuse by providers, pharmacies, members, or payers'...
Customer Churn Prediction
Customer churn is a challenge faced by all organizations. The customer churn prediction solution, a robust solution ...
Remits
With patients responsible for an increasing amount of their healthcare costs, self-pay accounts are now...
Vaccine NLP
This application demonstrates the use of AI in extracting information from Social Media platforms, improving...
Pricing of Healthcare Plans
Inaccurate pricing is costly for insurance companies and pricing of plans is an ongoing battle. This solution improves...
Support Ticket Time to Resolution
AI ticket management systems with machine learning capabilities can do wonders when it comes to...
Critical Care Management
Unsupervised machine learning techniques have been used to explore massive amounts of data encoded...
Predict Factors Contributing to Opioid Abuse
Treating addiction is tremendously expensive. This AI solution aims to identify potential...
Pricing of Healthcare Plans
Inaccurate pricing is costly for insurance companies and pricing of plans is an ongoing battle. This solution improves...
Clinical Operations: Cytopathology AI
Cytopathology AI facilitates the analysis of liquid biopsies by offering clinical decision support to the clinician...
Predicting Flu Encounters
Companies are leveraging AI, and machine learning to create infectious disease forecasting. For flu predictions...
COVID Forecasts
Using state-wide health information exchange data, ML models can actually predict a patient's likelihood...
COVID-19 Vaccination Progress Monitor
The solution would provide transparency into COVID-19 vaccination trends around the world, created these interactive...
COVID-19 Vaccine Adverse Effects Predictor
The COVID-19 vaccine adverse effects predictor solution, helps determine adverse effects...
Personalized Healthcare Program
Personalized medicine at scale is on the horizon, and AI is playing a key role in getting there.
Mechanisms of Action (MoA) Prediction
The elucidation of a compound's Mechanism of Action (MoA) is a challenging task in the drug...
Determining Drug Effectiveness from Reviews
Leveraging an AI solution for processing text reviews of drugs employing ML algorithms to provide...
Order Manager
The order manager solution enables real time monitoring and assessment of impact of world events on...
Inventory Manager
The inventory manager solution leverages AI to define the status of inventory
Predict Out-of-Stock Risk
Out-of-stock issues have been around for decades. Managing inventory using ML based stock out...
Predictive Maintenance
Maintenance is a key area that can drive major cost savings and production value around the world
Supplier Risk Model
By building a real-time and predictive supplier assessment and monitoring model using AI, organizations get...
Promotion & Budget Optimization
This solution provides a deep understanding of different promotion channels at regional/national level.
Agent Performance
The field force is our major asset that connects the company with the market and the prescribers.
Provider Scoring
By leveraging the Provider Scoring solution, pharma companies can quantitatively measure physicians'....
HR Resume Matching
The objective of the HR resume matching tool is leveraging AI to reduce or eliminate time-consuming tasks in the recruitment process.
Product Launch Physician Targeting
The objective of the solution is to identify which physician has the potential to write a prescription for your product...
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...