Auto ML, H2O.ai의 헬스케어분야 AI 활용 사례 코세나(kosena), 이승훈 실장 admin@kosena.kr, kosena21@naver.com 010-9338-6400

1. “H2O.ai wants to be known as the AI organization
that is making a difference in the world of health”
Sri Ambati – CEO & Founder H2O.ai

2. 20K
Open Source Companies
H2O.ai Democratize AI
200K
H2O.ai Meetup Members
22
Kaggle Grandmasters
World’s #1, #2, #5, and #9
H2O.ai
Founded in Silicon Valley, 2012
Funding $152M | Series D
Investors Goldman Sachs, Ping An, Wells Fargo,
NVIDIA, Capital One, Nexus Ventures
World-class AI platforms
H2O AI Hybrid Cloud and AI-first App Store
H2O-3 Open Source Machine Learning at Scale
H2O Driverless AI Automatic Machine Learning
H2O Wave Open Source Low-code AI Framework
Obsessed with our Customers
Aetna, Kaiser Permanente, Wells Fargo
Walgreens, Progressive, Merck, Allergan, Arogya,
Eli Lilly, HCA

3. Confidential
3
H2O.ai Recognized as a Visionary
Gartner Magic Quadrant for Cloud AI Developer Services (2021)
Gartner Magic Quadrant for Data Science and Machine Learning Platforms (2021)
Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the
opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.
Strengths Strengths
Homogeneity of Platform
Unified App Store
AutoML Thought Leader
Value Creation
Extensive Augmentation
Rich Explainable AI

4. Confidential
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Introduction to H2O.ai Health
Healthcare is a part of our DNA and
H2O.ai will like to be known as the AI
organization that made a difference
in the world of health.
Charter
Bring to fore H2O’s healthcare
knowledge and understanding and
collaborate with our customers to
address business challenges.
Health Vertical
Team with deep understanding in
almost all aspects of Health including
Pharma, Provider and Payers.
Health Team
Take key AI solutions with cross
industry leverage to be mapped to
Health customers.
Cross Leverage

5. H2O.ai Health
Pharma & Med Devices
Research and Development
Sales and Marketing
Clinical Trial Managements
Pharmacovigilance
Precision Medicine
Smarter Health – IoT / Wearables
Eligibility & Authorization
Member Engagement
Disease Management
Claims Adjudication
Benefits Administration
Fraud Analytics
Payers
COVID-19
Demand sensing for facilities and supplies
Risk Stratification
Vaccine Distribution and Storage
Vaccine Administration
Care Planning, Campaigns and Outreach
Providers
Health System/Healthcare Operations
Population Health
Precision Medicine
Supply Chain Optimization
Patient Engagement

6. Confidential
6
H2O Representative Uses of AI in Life Sciences
01 03
02
• Budgeting & marketing mix optimization
• Pricing strategy
• Promotions/rebate performance
• Reimbursement patterns
Commercial Operations
RWE
• Customer engagement
• Media/channel optimization
• Next Best Actions
• Campaign design
• DTP/DTC Behavior: Drug preference
prediction; Recommenders
Marketing Operations Research & Development
Operational Excellence
07
06 Other
08
• Discovery & Development
• Pre-clinical research
• Repurposing of drugs
• Social Media AI
• Integrated phenotypic & genomic
analytics
• Immuno-oncology therapies
• Product positioning
• Progression-free survival
• Overall survival
• Access analytics – IDNs/Plans
• Contract NLP/performance
• Pricing elasticity
• Outcomes-based pricing
• Pharmacovigilance & Safety: anomaly
detection, document.ai
• Costs and margins
• Regulatory compliance
• Contact Center AI – voice, chat bots
• Agent Assist

7. Confidential
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Deploy
Consume
Build
H2O.ai: Enterprise AI Value Flow
Data Scientist
• Easy one-click deploy to production
• Model governance & operations
• Alerting for data drift and retraining
• A new and innovative platform to buy or
make AI apps
• Enterprise commercial software
• Easy and intuitive platform for domain
experts to partner with data scientists and
app developers
• AutoML: Rapid time to accurate model
• Automatic feature engineering and
ensembling
• Leading explainability & fairness capabilities
DevOps Business Users
Confidential
7

8. Confidential
8
H2O AI Cloud Components
Confidential
Data
Scientists
Data Engineer
MLOps
Operations Developer
H2O AI
AppStore
Business
User
H2O Wave
Feature Store

9. Confidential
9
H2O AI Hybrid Cloud – Wave App Store

10. Confidential
10
H2O.ai - Success Model
Technology
• Architecture Alignment
• Enterprise Setup
• End to End Platform
People
• H2O DS support
• Joint Delivery Ownership
• Kaggle Grandmasters
Process
• DevOps Plan
• Operational Dashboards
• DS Project Management
Alignment
• Health Focused Insights
• Business User Workshops
• Joint thought leadership
• Customer AI App Store

11. “Data Science can save lives today. AI is an incredible
force to do good for humanity.”
Sri Ambati, CEO and Founder, H2O.ai