SlideShare a Scribd company logo
1 of 11
“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
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
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
Confidential
4
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
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
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
Confidential
7
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
Confidential
8
H2O AI Cloud Components
Confidential
Data
Scientists
Data Engineer
MLOps
Operations Developer
H2O AI
AppStore
Business
User
H2O Wave
Feature Store
Confidential
9
H2O AI Hybrid Cloud – Wave App Store
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
“Data Science can save lives today. AI is an incredible
force to do good for humanity.”
Sri Ambati, CEO and Founder, H2O.ai

More Related Content

Similar to [코세나, kosena] Auto ML, H2O.ai의 헬스케어분야 AI 활용 사례

About Indegene
About IndegeneAbout Indegene
About IndegeneIndegene
 
wso2 masterclass italia #13 - Open Healthcare: interoperabilità e sicurezza ...
wso2 masterclass italia #13 - Open Healthcare: interoperabilità e sicurezza ...wso2 masterclass italia #13 - Open Healthcare: interoperabilità e sicurezza ...
wso2 masterclass italia #13 - Open Healthcare: interoperabilità e sicurezza ...Profesia Srl, Lynx Group
 
ValueMomentum Company Overview 2013
ValueMomentum Company Overview 2013ValueMomentum Company Overview 2013
ValueMomentum Company Overview 2013Sree Dhar
 
AI for Enterprises-The Value Paradigm By Venkat Subramanian VP Marketing at B...
AI for Enterprises-The Value Paradigm By Venkat Subramanian VP Marketing at B...AI for Enterprises-The Value Paradigm By Venkat Subramanian VP Marketing at B...
AI for Enterprises-The Value Paradigm By Venkat Subramanian VP Marketing at B...Analytics India Magazine
 
Artificial Intelligence (AI) 100 Startups 2017
Artificial Intelligence (AI) 100 Startups 2017Artificial Intelligence (AI) 100 Startups 2017
Artificial Intelligence (AI) 100 Startups 2017Sota Watanabe
 
IMPACTMeds Investor Brief
IMPACTMeds Investor BriefIMPACTMeds Investor Brief
IMPACTMeds Investor BriefIMPACTMeds
 
Vertical is the New Horizontal - MinneAnalytics 2016 Sri Ambati Keynote on AI
Vertical is the New Horizontal - MinneAnalytics 2016 Sri Ambati Keynote on AIVertical is the New Horizontal - MinneAnalytics 2016 Sri Ambati Keynote on AI
Vertical is the New Horizontal - MinneAnalytics 2016 Sri Ambati Keynote on AISri Ambati
 
MarinoTech_Corporate_Deck_-Kanchana (1)
MarinoTech_Corporate_Deck_-Kanchana (1)MarinoTech_Corporate_Deck_-Kanchana (1)
MarinoTech_Corporate_Deck_-Kanchana (1)Kanchana K
 
MarinoTech_Corporate_Deck_-Kanchana (1)
MarinoTech_Corporate_Deck_-Kanchana (1)MarinoTech_Corporate_Deck_-Kanchana (1)
MarinoTech_Corporate_Deck_-Kanchana (1)Kanchana K
 
Unlock Big Data's Potential in Financial Services with Hortonworks
Unlock Big Data's Potential in Financial Services with Hortonworks Unlock Big Data's Potential in Financial Services with Hortonworks
Unlock Big Data's Potential in Financial Services with Hortonworks Pactera_US
 
Artificial intelligence capabilities overview yashowardhan sowale cwin18-india
Artificial intelligence capabilities overview yashowardhan sowale cwin18-indiaArtificial intelligence capabilities overview yashowardhan sowale cwin18-india
Artificial intelligence capabilities overview yashowardhan sowale cwin18-indiaCapgemini
 
Applying AI & Search in Europe - featuring 451 Research
Applying AI & Search in Europe - featuring 451 ResearchApplying AI & Search in Europe - featuring 451 Research
Applying AI & Search in Europe - featuring 451 ResearchLucidworks
 
2468 process innovation & enterprise architecture -(foundation for operation...
2468  process innovation & enterprise architecture -(foundation for operation...2468  process innovation & enterprise architecture -(foundation for operation...
2468 process innovation & enterprise architecture -(foundation for operation...Ravi Sarkar
 
See the Whole Story: The Case for a Visualization Platform
See the Whole Story: The Case for a Visualization PlatformSee the Whole Story: The Case for a Visualization Platform
See the Whole Story: The Case for a Visualization PlatformEric Kavanagh
 
Beyond the Everyday Bank
Beyond the Everyday BankBeyond the Everyday Bank
Beyond the Everyday Bankaccenture
 
MongoDB World 2016 Giant Ideas Stage eBook
MongoDB World 2016 Giant Ideas Stage eBookMongoDB World 2016 Giant Ideas Stage eBook
MongoDB World 2016 Giant Ideas Stage eBookMongoDB
 
Webinar- API Strategy - Are we doing it right?
Webinar- API Strategy - Are we doing it right?Webinar- API Strategy - Are we doing it right?
Webinar- API Strategy - Are we doing it right?Kellton Tech Solutions Ltd
 
INTERFACE, by apidays - From Monolith to Open Finance with APIs by Marcilio ...
INTERFACE, by apidays  - From Monolith to Open Finance with APIs by Marcilio ...INTERFACE, by apidays  - From Monolith to Open Finance with APIs by Marcilio ...
INTERFACE, by apidays - From Monolith to Open Finance with APIs by Marcilio ...apidays
 

Similar to [코세나, kosena] Auto ML, H2O.ai의 헬스케어분야 AI 활용 사례 (20)

About Indegene
About IndegeneAbout Indegene
About Indegene
 
wso2 masterclass italia #13 - Open Healthcare: interoperabilità e sicurezza ...
wso2 masterclass italia #13 - Open Healthcare: interoperabilità e sicurezza ...wso2 masterclass italia #13 - Open Healthcare: interoperabilità e sicurezza ...
wso2 masterclass italia #13 - Open Healthcare: interoperabilità e sicurezza ...
 
ValueMomentum Company Overview 2013
ValueMomentum Company Overview 2013ValueMomentum Company Overview 2013
ValueMomentum Company Overview 2013
 
AI for Enterprises-The Value Paradigm By Venkat Subramanian VP Marketing at B...
AI for Enterprises-The Value Paradigm By Venkat Subramanian VP Marketing at B...AI for Enterprises-The Value Paradigm By Venkat Subramanian VP Marketing at B...
AI for Enterprises-The Value Paradigm By Venkat Subramanian VP Marketing at B...
 
Artificial Intelligence (AI) 100 Startups 2017
Artificial Intelligence (AI) 100 Startups 2017Artificial Intelligence (AI) 100 Startups 2017
Artificial Intelligence (AI) 100 Startups 2017
 
Aguai Solutions Corporate Overview
Aguai  Solutions Corporate Overview Aguai  Solutions Corporate Overview
Aguai Solutions Corporate Overview
 
IMPACTMeds Investor Brief
IMPACTMeds Investor BriefIMPACTMeds Investor Brief
IMPACTMeds Investor Brief
 
Chat bots Overview - Aguai Solutions
Chat bots Overview - Aguai SolutionsChat bots Overview - Aguai Solutions
Chat bots Overview - Aguai Solutions
 
Vertical is the New Horizontal - MinneAnalytics 2016 Sri Ambati Keynote on AI
Vertical is the New Horizontal - MinneAnalytics 2016 Sri Ambati Keynote on AIVertical is the New Horizontal - MinneAnalytics 2016 Sri Ambati Keynote on AI
Vertical is the New Horizontal - MinneAnalytics 2016 Sri Ambati Keynote on AI
 
MarinoTech_Corporate_Deck_-Kanchana (1)
MarinoTech_Corporate_Deck_-Kanchana (1)MarinoTech_Corporate_Deck_-Kanchana (1)
MarinoTech_Corporate_Deck_-Kanchana (1)
 
MarinoTech_Corporate_Deck_-Kanchana (1)
MarinoTech_Corporate_Deck_-Kanchana (1)MarinoTech_Corporate_Deck_-Kanchana (1)
MarinoTech_Corporate_Deck_-Kanchana (1)
 
Unlock Big Data's Potential in Financial Services with Hortonworks
Unlock Big Data's Potential in Financial Services with Hortonworks Unlock Big Data's Potential in Financial Services with Hortonworks
Unlock Big Data's Potential in Financial Services with Hortonworks
 
Artificial intelligence capabilities overview yashowardhan sowale cwin18-india
Artificial intelligence capabilities overview yashowardhan sowale cwin18-indiaArtificial intelligence capabilities overview yashowardhan sowale cwin18-india
Artificial intelligence capabilities overview yashowardhan sowale cwin18-india
 
Applying AI & Search in Europe - featuring 451 Research
Applying AI & Search in Europe - featuring 451 ResearchApplying AI & Search in Europe - featuring 451 Research
Applying AI & Search in Europe - featuring 451 Research
 
2468 process innovation & enterprise architecture -(foundation for operation...
2468  process innovation & enterprise architecture -(foundation for operation...2468  process innovation & enterprise architecture -(foundation for operation...
2468 process innovation & enterprise architecture -(foundation for operation...
 
See the Whole Story: The Case for a Visualization Platform
See the Whole Story: The Case for a Visualization PlatformSee the Whole Story: The Case for a Visualization Platform
See the Whole Story: The Case for a Visualization Platform
 
Beyond the Everyday Bank
Beyond the Everyday BankBeyond the Everyday Bank
Beyond the Everyday Bank
 
MongoDB World 2016 Giant Ideas Stage eBook
MongoDB World 2016 Giant Ideas Stage eBookMongoDB World 2016 Giant Ideas Stage eBook
MongoDB World 2016 Giant Ideas Stage eBook
 
Webinar- API Strategy - Are we doing it right?
Webinar- API Strategy - Are we doing it right?Webinar- API Strategy - Are we doing it right?
Webinar- API Strategy - Are we doing it right?
 
INTERFACE, by apidays - From Monolith to Open Finance with APIs by Marcilio ...
INTERFACE, by apidays  - From Monolith to Open Finance with APIs by Marcilio ...INTERFACE, by apidays  - From Monolith to Open Finance with APIs by Marcilio ...
INTERFACE, by apidays - From Monolith to Open Finance with APIs by Marcilio ...
 

More from kosena

빅재미(BigZAMi), 빅데이터 분석 플랫폼(AutoML포함) 소개해 드립니다.
빅재미(BigZAMi), 빅데이터 분석 플랫폼(AutoML포함) 소개해 드립니다.빅재미(BigZAMi), 빅데이터 분석 플랫폼(AutoML포함) 소개해 드립니다.
빅재미(BigZAMi), 빅데이터 분석 플랫폼(AutoML포함) 소개해 드립니다.kosena
 
[코세나, kosena] 생성AI 프로젝트와 사례
[코세나, kosena] 생성AI 프로젝트와 사례[코세나, kosena] 생성AI 프로젝트와 사례
[코세나, kosena] 생성AI 프로젝트와 사례kosena
 
[코세나, kosena] Auto ML, H2O.ai의 보험분야 활용사례
[코세나, kosena] Auto ML, H2O.ai의 보험분야 활용사례[코세나, kosena] Auto ML, H2O.ai의 보험분야 활용사례
[코세나, kosena] Auto ML, H2O.ai의 보험분야 활용사례kosena
 
[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례
[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례
[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례kosena
 
[코세나, kosena] Auto ML 플랫폼 : H2O.ai DAI
[코세나, kosena] Auto ML 플랫폼 : H2O.ai DAI[코세나, kosena] Auto ML 플랫폼 : H2O.ai DAI
[코세나, kosena] Auto ML 플랫폼 : H2O.ai DAIkosena
 
[코세나, kosena] NFT Minting제언서
[코세나, kosena] NFT Minting제언서[코세나, kosena] NFT Minting제언서
[코세나, kosena] NFT Minting제언서kosena
 
[코세나, kosena] 산업부문별 인공지능 활용제안 가이드
[코세나, kosena] 산업부문별 인공지능 활용제안 가이드[코세나, kosena] 산업부문별 인공지능 활용제안 가이드
[코세나, kosena] 산업부문별 인공지능 활용제안 가이드kosena
 
[코세나, kosena] 금융권의 머신러닝 활용사례
[코세나, kosena] 금융권의 머신러닝 활용사례[코세나, kosena] 금융권의 머신러닝 활용사례
[코세나, kosena] 금융권의 머신러닝 활용사례kosena
 
[코세나, kosena] 빅데이터 구축 및 제안 가이드
[코세나, kosena] 빅데이터 구축 및 제안 가이드[코세나, kosena] 빅데이터 구축 및 제안 가이드
[코세나, kosena] 빅데이터 구축 및 제안 가이드kosena
 
[코세나, kosena] 빅데이터 기반의 End-to-End APM과 비정형 데이터 분석 자료입니다.
[코세나, kosena] 빅데이터 기반의 End-to-End APM과 비정형 데이터 분석 자료입니다.[코세나, kosena] 빅데이터 기반의 End-to-End APM과 비정형 데이터 분석 자료입니다.
[코세나, kosena] 빅데이터 기반의 End-to-End APM과 비정형 데이터 분석 자료입니다.kosena
 
[코세나, kosena] FDS(Fraud Detection System) Securities
[코세나, kosena] FDS(Fraud Detection System) Securities[코세나, kosena] FDS(Fraud Detection System) Securities
[코세나, kosena] FDS(Fraud Detection System) Securitieskosena
 

More from kosena (11)

빅재미(BigZAMi), 빅데이터 분석 플랫폼(AutoML포함) 소개해 드립니다.
빅재미(BigZAMi), 빅데이터 분석 플랫폼(AutoML포함) 소개해 드립니다.빅재미(BigZAMi), 빅데이터 분석 플랫폼(AutoML포함) 소개해 드립니다.
빅재미(BigZAMi), 빅데이터 분석 플랫폼(AutoML포함) 소개해 드립니다.
 
[코세나, kosena] 생성AI 프로젝트와 사례
[코세나, kosena] 생성AI 프로젝트와 사례[코세나, kosena] 생성AI 프로젝트와 사례
[코세나, kosena] 생성AI 프로젝트와 사례
 
[코세나, kosena] Auto ML, H2O.ai의 보험분야 활용사례
[코세나, kosena] Auto ML, H2O.ai의 보험분야 활용사례[코세나, kosena] Auto ML, H2O.ai의 보험분야 활용사례
[코세나, kosena] Auto ML, H2O.ai의 보험분야 활용사례
 
[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례
[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례
[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례
 
[코세나, kosena] Auto ML 플랫폼 : H2O.ai DAI
[코세나, kosena] Auto ML 플랫폼 : H2O.ai DAI[코세나, kosena] Auto ML 플랫폼 : H2O.ai DAI
[코세나, kosena] Auto ML 플랫폼 : H2O.ai DAI
 
[코세나, kosena] NFT Minting제언서
[코세나, kosena] NFT Minting제언서[코세나, kosena] NFT Minting제언서
[코세나, kosena] NFT Minting제언서
 
[코세나, kosena] 산업부문별 인공지능 활용제안 가이드
[코세나, kosena] 산업부문별 인공지능 활용제안 가이드[코세나, kosena] 산업부문별 인공지능 활용제안 가이드
[코세나, kosena] 산업부문별 인공지능 활용제안 가이드
 
[코세나, kosena] 금융권의 머신러닝 활용사례
[코세나, kosena] 금융권의 머신러닝 활용사례[코세나, kosena] 금융권의 머신러닝 활용사례
[코세나, kosena] 금융권의 머신러닝 활용사례
 
[코세나, kosena] 빅데이터 구축 및 제안 가이드
[코세나, kosena] 빅데이터 구축 및 제안 가이드[코세나, kosena] 빅데이터 구축 및 제안 가이드
[코세나, kosena] 빅데이터 구축 및 제안 가이드
 
[코세나, kosena] 빅데이터 기반의 End-to-End APM과 비정형 데이터 분석 자료입니다.
[코세나, kosena] 빅데이터 기반의 End-to-End APM과 비정형 데이터 분석 자료입니다.[코세나, kosena] 빅데이터 기반의 End-to-End APM과 비정형 데이터 분석 자료입니다.
[코세나, kosena] 빅데이터 기반의 End-to-End APM과 비정형 데이터 분석 자료입니다.
 
[코세나, kosena] FDS(Fraud Detection System) Securities
[코세나, kosena] FDS(Fraud Detection System) Securities[코세나, kosena] FDS(Fraud Detection System) Securities
[코세나, kosena] FDS(Fraud Detection System) Securities
 

Recently uploaded

Introduction to Firebase Workshop Slides
Introduction to Firebase Workshop SlidesIntroduction to Firebase Workshop Slides
Introduction to Firebase Workshop Slidesvaideheekore1
 
Patterns for automating API delivery. API conference
Patterns for automating API delivery. API conferencePatterns for automating API delivery. API conference
Patterns for automating API delivery. API conferencessuser9e7c64
 
Tech Tuesday - Mastering Time Management Unlock the Power of OnePlan's Timesh...
Tech Tuesday - Mastering Time Management Unlock the Power of OnePlan's Timesh...Tech Tuesday - Mastering Time Management Unlock the Power of OnePlan's Timesh...
Tech Tuesday - Mastering Time Management Unlock the Power of OnePlan's Timesh...OnePlan Solutions
 
SensoDat: Simulation-based Sensor Dataset of Self-driving Cars
SensoDat: Simulation-based Sensor Dataset of Self-driving CarsSensoDat: Simulation-based Sensor Dataset of Self-driving Cars
SensoDat: Simulation-based Sensor Dataset of Self-driving CarsChristian Birchler
 
Not a Kubernetes fan? The state of PaaS in 2024
Not a Kubernetes fan? The state of PaaS in 2024Not a Kubernetes fan? The state of PaaS in 2024
Not a Kubernetes fan? The state of PaaS in 2024Anthony Dahanne
 
SoftTeco - Software Development Company Profile
SoftTeco - Software Development Company ProfileSoftTeco - Software Development Company Profile
SoftTeco - Software Development Company Profileakrivarotava
 
Comparing Linux OS Image Update Models - EOSS 2024.pdf
Comparing Linux OS Image Update Models - EOSS 2024.pdfComparing Linux OS Image Update Models - EOSS 2024.pdf
Comparing Linux OS Image Update Models - EOSS 2024.pdfDrew Moseley
 
Ronisha Informatics Private Limited Catalogue
Ronisha Informatics Private Limited CatalogueRonisha Informatics Private Limited Catalogue
Ronisha Informatics Private Limited Catalogueitservices996
 
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...Matt Ray
 
Simplifying Microservices & Apps - The art of effortless development - Meetup...
Simplifying Microservices & Apps - The art of effortless development - Meetup...Simplifying Microservices & Apps - The art of effortless development - Meetup...
Simplifying Microservices & Apps - The art of effortless development - Meetup...Rob Geurden
 
UI5ers live - Custom Controls wrapping 3rd-party libs.pptx
UI5ers live - Custom Controls wrapping 3rd-party libs.pptxUI5ers live - Custom Controls wrapping 3rd-party libs.pptx
UI5ers live - Custom Controls wrapping 3rd-party libs.pptxAndreas Kunz
 
Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...
Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...
Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...OnePlan Solutions
 
A healthy diet for your Java application Devoxx France.pdf
A healthy diet for your Java application Devoxx France.pdfA healthy diet for your Java application Devoxx France.pdf
A healthy diet for your Java application Devoxx France.pdfMarharyta Nedzelska
 
Real-time Tracking and Monitoring with Cargo Cloud Solutions.pptx
Real-time Tracking and Monitoring with Cargo Cloud Solutions.pptxReal-time Tracking and Monitoring with Cargo Cloud Solutions.pptx
Real-time Tracking and Monitoring with Cargo Cloud Solutions.pptxRTS corp
 
Global Identity Enrolment and Verification Pro Solution - Cizo Technology Ser...
Global Identity Enrolment and Verification Pro Solution - Cizo Technology Ser...Global Identity Enrolment and Verification Pro Solution - Cizo Technology Ser...
Global Identity Enrolment and Verification Pro Solution - Cizo Technology Ser...Cizo Technology Services
 
Large Language Models for Test Case Evolution and Repair
Large Language Models for Test Case Evolution and RepairLarge Language Models for Test Case Evolution and Repair
Large Language Models for Test Case Evolution and RepairLionel Briand
 
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdfExploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdfkalichargn70th171
 
The Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptx
The Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptxThe Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptx
The Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptxRTS corp
 
SpotFlow: Tracking Method Calls and States at Runtime
SpotFlow: Tracking Method Calls and States at RuntimeSpotFlow: Tracking Method Calls and States at Runtime
SpotFlow: Tracking Method Calls and States at Runtimeandrehoraa
 
Understanding Flamingo - DeepMind's VLM Architecture
Understanding Flamingo - DeepMind's VLM ArchitectureUnderstanding Flamingo - DeepMind's VLM Architecture
Understanding Flamingo - DeepMind's VLM Architecturerahul_net
 

Recently uploaded (20)

Introduction to Firebase Workshop Slides
Introduction to Firebase Workshop SlidesIntroduction to Firebase Workshop Slides
Introduction to Firebase Workshop Slides
 
Patterns for automating API delivery. API conference
Patterns for automating API delivery. API conferencePatterns for automating API delivery. API conference
Patterns for automating API delivery. API conference
 
Tech Tuesday - Mastering Time Management Unlock the Power of OnePlan's Timesh...
Tech Tuesday - Mastering Time Management Unlock the Power of OnePlan's Timesh...Tech Tuesday - Mastering Time Management Unlock the Power of OnePlan's Timesh...
Tech Tuesday - Mastering Time Management Unlock the Power of OnePlan's Timesh...
 
SensoDat: Simulation-based Sensor Dataset of Self-driving Cars
SensoDat: Simulation-based Sensor Dataset of Self-driving CarsSensoDat: Simulation-based Sensor Dataset of Self-driving Cars
SensoDat: Simulation-based Sensor Dataset of Self-driving Cars
 
Not a Kubernetes fan? The state of PaaS in 2024
Not a Kubernetes fan? The state of PaaS in 2024Not a Kubernetes fan? The state of PaaS in 2024
Not a Kubernetes fan? The state of PaaS in 2024
 
SoftTeco - Software Development Company Profile
SoftTeco - Software Development Company ProfileSoftTeco - Software Development Company Profile
SoftTeco - Software Development Company Profile
 
Comparing Linux OS Image Update Models - EOSS 2024.pdf
Comparing Linux OS Image Update Models - EOSS 2024.pdfComparing Linux OS Image Update Models - EOSS 2024.pdf
Comparing Linux OS Image Update Models - EOSS 2024.pdf
 
Ronisha Informatics Private Limited Catalogue
Ronisha Informatics Private Limited CatalogueRonisha Informatics Private Limited Catalogue
Ronisha Informatics Private Limited Catalogue
 
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
 
Simplifying Microservices & Apps - The art of effortless development - Meetup...
Simplifying Microservices & Apps - The art of effortless development - Meetup...Simplifying Microservices & Apps - The art of effortless development - Meetup...
Simplifying Microservices & Apps - The art of effortless development - Meetup...
 
UI5ers live - Custom Controls wrapping 3rd-party libs.pptx
UI5ers live - Custom Controls wrapping 3rd-party libs.pptxUI5ers live - Custom Controls wrapping 3rd-party libs.pptx
UI5ers live - Custom Controls wrapping 3rd-party libs.pptx
 
Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...
Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...
Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...
 
A healthy diet for your Java application Devoxx France.pdf
A healthy diet for your Java application Devoxx France.pdfA healthy diet for your Java application Devoxx France.pdf
A healthy diet for your Java application Devoxx France.pdf
 
Real-time Tracking and Monitoring with Cargo Cloud Solutions.pptx
Real-time Tracking and Monitoring with Cargo Cloud Solutions.pptxReal-time Tracking and Monitoring with Cargo Cloud Solutions.pptx
Real-time Tracking and Monitoring with Cargo Cloud Solutions.pptx
 
Global Identity Enrolment and Verification Pro Solution - Cizo Technology Ser...
Global Identity Enrolment and Verification Pro Solution - Cizo Technology Ser...Global Identity Enrolment and Verification Pro Solution - Cizo Technology Ser...
Global Identity Enrolment and Verification Pro Solution - Cizo Technology Ser...
 
Large Language Models for Test Case Evolution and Repair
Large Language Models for Test Case Evolution and RepairLarge Language Models for Test Case Evolution and Repair
Large Language Models for Test Case Evolution and Repair
 
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdfExploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
 
The Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptx
The Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptxThe Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptx
The Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptx
 
SpotFlow: Tracking Method Calls and States at Runtime
SpotFlow: Tracking Method Calls and States at RuntimeSpotFlow: Tracking Method Calls and States at Runtime
SpotFlow: Tracking Method Calls and States at Runtime
 
Understanding Flamingo - DeepMind's VLM Architecture
Understanding Flamingo - DeepMind's VLM ArchitectureUnderstanding Flamingo - DeepMind's VLM Architecture
Understanding Flamingo - DeepMind's VLM Architecture
 

[코세나, kosena] Auto ML, H2O.ai의 헬스케어분야 AI 활용 사례

  • 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 4 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 7 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