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© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Drug Discovery Innovation with an
Open Cloud Platform
Carol Rohl
Exec. Director,
Scientific Information
Management
Merck & Co.
S e s s i o n I D : L F S 3 0 2 - S
Hal Stern
AVP, IT Engineering
Merck & Co.
Joe Donahue
Managing Director
Accenture
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Summary
AWS, Accenture and Merck & Co. are collaborating to build
an industry technology platform for drug research.
Here’s why
We are in an era of unprecedented opportunities
to translate breakthrough science discoveries into
therapies, but IT is a barrier.
Platform paradigm can improve efficiency,
flexibility and user experience, accelerate
innovation, with a lower total cost of ownership.
Precompetitive IT collaboration will reduce
duplicative effort on commodity capabilities and
let scientists focus on the science and their data.
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
The biopharmaceutical development process is long,
costly and built around a process of attrition
Phase I – III Trials Phase IVDrug DiscoveryBasic
Research
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Atomic
resolution of
living systems
Affordable
genome
sequencing
Imaging and
high content
screening
Science is experiencing unprecedented
advances in digitization
Data from the NHGRI Genome Sequencing Program (GSP)
[Accessed Oct 2018]. www.genome.gov/sequencingcostsdata.
Real-time
glucose
monitoring
High-throughput
single cell
profiling
Apple unveils Watch Series 4 with FDA-
approved ECG
This is first FDA clearance for Apple and pushes
the Watch further into healthcare than ever
before.
Understanding how Insulin works
(Nature volume 556, pages 122–125 (05 April 2018)
Sensors
and
Wearable
s
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
…and sophistication of biological engineering
SMALL MOLECULES PEPTIDES, MRNA, NANOBODIES, etc. ANTIBODIES, ADCs, etc.
 Biodistribution
 Specificity
 Limited impact on difficult targets
 Biodistribution
 Specificity
 Success against difficult targets
Molecular
Weight
(Daltons) 150,0002,000500
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
We are achieving exquisite levels of precision
in engineering biomolecules
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
At the nexus of these new methods is the potential
to identify treatments that transform patient lives
Patient Outcomes
FDA News Release
FDA approves first cancer treatment for any
solid tumor with a specific genetic feature
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
How do we scale the scientific method over time?
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
How do we scale the scientific method over time?
DATA!Unrelenting increase in data complexity
INNOVATION’S
Niche applications required to mine unexplored scientific domains
LEGACY TECHNOLOGY
Current adoption of IT and IT model cannot keep pace
LONG TAIL…
Impediments for scaling science:
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
How do we scale the scientific method over time?
Strategies for resolving scale impediments:
Leverage commodity
platform capabilities
to allow investment to refocus
on differentiated services
Apply the power of
two-sided markets
lower barriers to entry for
innovators and collaboration
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Embrace commodity capabilities within platforms
and refocus on differentiated services
On-premise ELNs, Analytics,
Inventory Management,
Integration, etc.
Efficiency
Differentiation
CommodityCompetitive
Low
High
PHARMA
TODAY
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
RESEARCH
ACCELERATING
INNOVATION
COMMODITY
TOOLS AND
PLATFORMS
Embrace commodity capabilities within platforms
and refocus on differentiated services
Don’t
reinvent
PHARMA
TODAY
CommodityCompetitive
Low
High
Efficiency
Differentiation
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
COMMODITY
TOOLS AND
PLATFORMS
Embrace commodity capabilities within platforms
and refocus on differentiated services
RESEARCH
ACCELERATING
INNOVATION
PHARMA
TODAY
CommodityCompetitive
Low
High
Efficiency
Differentiation
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Additionally, tracking user behaviors to identify desire
paths will allow insightful investment
INSTITUTIONAL
INNOVATION
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Additionally, tracking user behaviors to identify desire
paths will allow insightful investment
@ mentions
hashtags
group discussions
INSTITUTIONAL
INNOVATION
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Commodity platforms allow ISVs to focus on their unique
value by making available modules accessible for assembly
Focus on unique value
• Services exposed through APIs
• APIs decouple application from service
implementation and design
• Decoupling layers enable multiple speed IT
API
• Driver-Rider Match
• ETA Estimation
• Supply/Demand Analytics
API
• Rider & Car Registry
API
• Google Maps / Waze
API
• Credit Card Processing
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Commodity platforms allow ISVs to focus on their unique
value by making available modules accessible for assembly
Assemble – don’t reinvent
Focus on unique value
• Services exposed through APIs
• APIs decouple application from service
implementation and design
• Decoupling layers enable multiple speed IT
API
• Driver-Rider Match
• ETA Estimation
• Supply/Demand Analytics
API
• Rider & Car Registry
API
• Google Maps / Waze
API
• Credit Card Processing
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
An opportunity exists for a precompetitive Research
platform that delivers value across the eco-system
Research Platform Imperatives:
Establish a two-sided market
for providers and consumers
Define industry standard APIs for
pre-competitive functions
Enable value creation
through component assembly
Lower barrier to entry for new,
small software players; help
large players innovate faster
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Accenture, AWS and Merck’s
New cloud-based informatics platform
Research
Search
Applications – lightweight
and fit for purpose aligned
with each scientist’s needs
Platform provides common
capabilities for security, data
management, standardization,
workflow connectivity…
Obsolete or at risk applications
replaced with ease
Introduces an App
marketplace
Lowering barrier to entry for new applications
Catalyzing innovation in the IT vendor community
Enabling quick response to changing scientific needs
Publicly accessible standard / basic apps
Specialized / differentiated apps
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Accenture, AWS and Merck’s New cloud-
based informatics platform
A new model for scientific workflow management, data aggregation, and decision support.
Foundational data,
workflow & decision
support capabilities
Scientific platform
services, built on AWS
Ecosystem for
innovative solutions
Amazon Web Services (AWS) Cloud Infrastructure
Specialized Workflow,
Advanced Analytics & Visualization Solutions
Search/
Browsing
Experiment
Data Archival
Assay Data
Capture
Request/
Workflow
Experiment
Planning/Design
Entity
Registration
Data
Visualization
IP
Capture
Report
Creation
Compound/
Sample Tracking
Workflow
Management
Data Access
for Analytics/
Modeling
Scientific Data Management Capabilities
Ingestion, Enrichment,
Relationship Linking, Integration
Research Workflow Capabilities
Standardization, Data Pipelining,
Context Linking, IP Protection
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Research Platform API Layers are constructed
of APIs serving each functional area
Plugin Architecture
Service registration,
message dispatch, usage
and license tracking
Platform-managed
URI Tree consistent
across all functions
Platform APIs:
Solution Partners
to code
Provider APIs:
ISV partners
develop plugins
ISV PartnersVendor …Vendor A Vendor B Vendor C
APIs APIs APIs APIs
Functionality FunctionalityFunctionality
…
……
Solution
Developers
Optional libraries and
toolkits for abstractions
and language bindings
Native APIs Provider APIs Provider APIs Provider APIs
Research Platform
API Function 1 API Function 2 API…
Core Research Platform
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
An example of what the consortium has been
working on
Native APIs
MuleSoft Anypoint Platform – API Hosting & Management
Data APIs Registration APIs ADC APIs …
Registration
Vendor A
Provider APIs
Registration
Vendor B
Provider APIs
…
Provider APIs
Entity
Registration
Assay
Data Capture
Search …Request Management
VALIDATOR
1
2
3
4
5
6
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Applying a platform ecosystem approach to Research
A Research platform ecosystem environment that brings together researchers with software
and service providers in order to share data and capabilities, and to rapidly advance science.
ANALYTICS
APPLICATIONS
DATA
INFRASTRUCTURE
(Non-exhaustive list)
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
ISVs can benefit from a two-sided market ecosystem, but will
need to rethink their model in order to remain competitive
Considerations for ISVs pivoting
to a platform model:
Solution packaging
Usage tracking
License model evolution
Leveraging platform infrastructure
Talent redeployment
Defending lower barriers to entry and exit
Two sided open platforms generally
outperform standalone products:
MatchingEfficiency
Market DepthThin Thick
Low
High
Products
Platforms
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
What does being in a partnership mean?
Client Relationships/Access
Support go-to-market activities and
build knowledge of functional needs
Delivery
Blended teams providing complementary
and seamless consulting and services skills
Commercial/Licensing
License bundling or
pass-thru, as appropriate
Product Co-Development
Potential commitment to create
new solutions and offerings
Alignment on Standards
Commitment to develop to defined
development standards to drive interoperability
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
We’re looking for tomorrow’s
citizen scientists
So you have a great idea…?
…let’s discuss how to plug it in!
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
We’re looking for tomorrow’s
citizen scientists
So you have a great idea…?
…let’s discuss how to plug it in!
Ecosystem Partner Developers Workshop
8AM-10:30AM, November 28th
Encore, 3131 South Las Vegas Blvd.
Thank you!
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Hal Stern
hal.stern@merck.com
Carol Rohl
carol.rohl@merck.com
Joe Donahue
joseph.f.donahue@accenture.com
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

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Drug Discovery Innovation in a Precompetitive Cloud Platform (LFS302-S) - AWS re:Invent 2018

  • 1.
  • 2. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Drug Discovery Innovation with an Open Cloud Platform Carol Rohl Exec. Director, Scientific Information Management Merck & Co. S e s s i o n I D : L F S 3 0 2 - S Hal Stern AVP, IT Engineering Merck & Co. Joe Donahue Managing Director Accenture
  • 3. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Summary AWS, Accenture and Merck & Co. are collaborating to build an industry technology platform for drug research. Here’s why We are in an era of unprecedented opportunities to translate breakthrough science discoveries into therapies, but IT is a barrier. Platform paradigm can improve efficiency, flexibility and user experience, accelerate innovation, with a lower total cost of ownership. Precompetitive IT collaboration will reduce duplicative effort on commodity capabilities and let scientists focus on the science and their data.
  • 4. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. The biopharmaceutical development process is long, costly and built around a process of attrition Phase I – III Trials Phase IVDrug DiscoveryBasic Research
  • 5. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Atomic resolution of living systems Affordable genome sequencing Imaging and high content screening Science is experiencing unprecedented advances in digitization Data from the NHGRI Genome Sequencing Program (GSP) [Accessed Oct 2018]. www.genome.gov/sequencingcostsdata. Real-time glucose monitoring High-throughput single cell profiling Apple unveils Watch Series 4 with FDA- approved ECG This is first FDA clearance for Apple and pushes the Watch further into healthcare than ever before. Understanding how Insulin works (Nature volume 556, pages 122–125 (05 April 2018) Sensors and Wearable s
  • 6. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. …and sophistication of biological engineering SMALL MOLECULES PEPTIDES, MRNA, NANOBODIES, etc. ANTIBODIES, ADCs, etc.  Biodistribution  Specificity  Limited impact on difficult targets  Biodistribution  Specificity  Success against difficult targets Molecular Weight (Daltons) 150,0002,000500
  • 7. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. We are achieving exquisite levels of precision in engineering biomolecules
  • 8. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. At the nexus of these new methods is the potential to identify treatments that transform patient lives Patient Outcomes FDA News Release FDA approves first cancer treatment for any solid tumor with a specific genetic feature
  • 9. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. How do we scale the scientific method over time?
  • 10. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. How do we scale the scientific method over time? DATA!Unrelenting increase in data complexity INNOVATION’S Niche applications required to mine unexplored scientific domains LEGACY TECHNOLOGY Current adoption of IT and IT model cannot keep pace LONG TAIL… Impediments for scaling science:
  • 11. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. How do we scale the scientific method over time? Strategies for resolving scale impediments: Leverage commodity platform capabilities to allow investment to refocus on differentiated services Apply the power of two-sided markets lower barriers to entry for innovators and collaboration
  • 12. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Embrace commodity capabilities within platforms and refocus on differentiated services On-premise ELNs, Analytics, Inventory Management, Integration, etc. Efficiency Differentiation CommodityCompetitive Low High PHARMA TODAY
  • 13. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. RESEARCH ACCELERATING INNOVATION COMMODITY TOOLS AND PLATFORMS Embrace commodity capabilities within platforms and refocus on differentiated services Don’t reinvent PHARMA TODAY CommodityCompetitive Low High Efficiency Differentiation
  • 14. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. COMMODITY TOOLS AND PLATFORMS Embrace commodity capabilities within platforms and refocus on differentiated services RESEARCH ACCELERATING INNOVATION PHARMA TODAY CommodityCompetitive Low High Efficiency Differentiation
  • 15. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Additionally, tracking user behaviors to identify desire paths will allow insightful investment INSTITUTIONAL INNOVATION
  • 16. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Additionally, tracking user behaviors to identify desire paths will allow insightful investment @ mentions hashtags group discussions INSTITUTIONAL INNOVATION
  • 17. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Commodity platforms allow ISVs to focus on their unique value by making available modules accessible for assembly Focus on unique value • Services exposed through APIs • APIs decouple application from service implementation and design • Decoupling layers enable multiple speed IT API • Driver-Rider Match • ETA Estimation • Supply/Demand Analytics API • Rider & Car Registry API • Google Maps / Waze API • Credit Card Processing
  • 18. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Commodity platforms allow ISVs to focus on their unique value by making available modules accessible for assembly Assemble – don’t reinvent Focus on unique value • Services exposed through APIs • APIs decouple application from service implementation and design • Decoupling layers enable multiple speed IT API • Driver-Rider Match • ETA Estimation • Supply/Demand Analytics API • Rider & Car Registry API • Google Maps / Waze API • Credit Card Processing
  • 19. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. An opportunity exists for a precompetitive Research platform that delivers value across the eco-system Research Platform Imperatives: Establish a two-sided market for providers and consumers Define industry standard APIs for pre-competitive functions Enable value creation through component assembly Lower barrier to entry for new, small software players; help large players innovate faster
  • 20. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Accenture, AWS and Merck’s New cloud-based informatics platform Research Search Applications – lightweight and fit for purpose aligned with each scientist’s needs Platform provides common capabilities for security, data management, standardization, workflow connectivity… Obsolete or at risk applications replaced with ease Introduces an App marketplace Lowering barrier to entry for new applications Catalyzing innovation in the IT vendor community Enabling quick response to changing scientific needs Publicly accessible standard / basic apps Specialized / differentiated apps
  • 21. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Accenture, AWS and Merck’s New cloud- based informatics platform A new model for scientific workflow management, data aggregation, and decision support. Foundational data, workflow & decision support capabilities Scientific platform services, built on AWS Ecosystem for innovative solutions Amazon Web Services (AWS) Cloud Infrastructure Specialized Workflow, Advanced Analytics & Visualization Solutions Search/ Browsing Experiment Data Archival Assay Data Capture Request/ Workflow Experiment Planning/Design Entity Registration Data Visualization IP Capture Report Creation Compound/ Sample Tracking Workflow Management Data Access for Analytics/ Modeling Scientific Data Management Capabilities Ingestion, Enrichment, Relationship Linking, Integration Research Workflow Capabilities Standardization, Data Pipelining, Context Linking, IP Protection
  • 22. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Research Platform API Layers are constructed of APIs serving each functional area Plugin Architecture Service registration, message dispatch, usage and license tracking Platform-managed URI Tree consistent across all functions Platform APIs: Solution Partners to code Provider APIs: ISV partners develop plugins ISV PartnersVendor …Vendor A Vendor B Vendor C APIs APIs APIs APIs Functionality FunctionalityFunctionality … …… Solution Developers Optional libraries and toolkits for abstractions and language bindings Native APIs Provider APIs Provider APIs Provider APIs Research Platform API Function 1 API Function 2 API… Core Research Platform
  • 23. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. An example of what the consortium has been working on Native APIs MuleSoft Anypoint Platform – API Hosting & Management Data APIs Registration APIs ADC APIs … Registration Vendor A Provider APIs Registration Vendor B Provider APIs … Provider APIs Entity Registration Assay Data Capture Search …Request Management VALIDATOR 1 2 3 4 5 6
  • 24. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Applying a platform ecosystem approach to Research A Research platform ecosystem environment that brings together researchers with software and service providers in order to share data and capabilities, and to rapidly advance science. ANALYTICS APPLICATIONS DATA INFRASTRUCTURE (Non-exhaustive list)
  • 25. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. ISVs can benefit from a two-sided market ecosystem, but will need to rethink their model in order to remain competitive Considerations for ISVs pivoting to a platform model: Solution packaging Usage tracking License model evolution Leveraging platform infrastructure Talent redeployment Defending lower barriers to entry and exit Two sided open platforms generally outperform standalone products: MatchingEfficiency Market DepthThin Thick Low High Products Platforms
  • 26. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. What does being in a partnership mean? Client Relationships/Access Support go-to-market activities and build knowledge of functional needs Delivery Blended teams providing complementary and seamless consulting and services skills Commercial/Licensing License bundling or pass-thru, as appropriate Product Co-Development Potential commitment to create new solutions and offerings Alignment on Standards Commitment to develop to defined development standards to drive interoperability
  • 27. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. We’re looking for tomorrow’s citizen scientists So you have a great idea…? …let’s discuss how to plug it in!
  • 28. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. We’re looking for tomorrow’s citizen scientists So you have a great idea…? …let’s discuss how to plug it in! Ecosystem Partner Developers Workshop 8AM-10:30AM, November 28th Encore, 3131 South Las Vegas Blvd.
  • 29. Thank you! © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Hal Stern hal.stern@merck.com Carol Rohl carol.rohl@merck.com Joe Donahue joseph.f.donahue@accenture.com
  • 30. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.