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© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Culture of Innovation at Amazon
SHAYAN SANYAL
19 November, 2018 | Kyiv, Ukraine
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 2
Invention comes in many forms and at
many scales. The most radical and
transformative of inventions are often
those that empower others to unleash
their creativity – to pursue their
dreams
Jeff Bezos
Founder and Chief Executive Officer
Amazon.com, Inc.
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 3
To our shareholders
Amazon.com passed many milestones in 1997: by year-end,
we had served more than 1.5 million customers, yielding
838% revenue growth to $147.8 million, and extended our
market leadership despite aggressive competitive entry.
But this is Day 1 for the Internet and, if we execute well, for
Amazon.com. Today, online commerce saves customers
money and precious time. Tomorrow, through
personalization, online commerce will accelerate the very
process of discovery. Amazon.com uses the Internet to
create real value for its customers and, by doing so,
hopes to create an enduring franchise, even in established
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon started with books...
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
But its innovation has expanded to many domains…
Drone Development
Advanced Shopping
Kindle Reader
Home
Entertainment
Grocery Delivery
Video Streaming
Home Automation Cloud Computing
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
« …innovation is now
recognized as the single most
important ingredient in any
modern economy…In short, it
is innovation – more than the
application of capital and
labor – that makes the world
go round »
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 7
OUR MISSION
to be Earth’s most
customer-centric company
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 8
OUR COMMITMENT
we make our customers’ lives easier
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 9
WHERE INNOVATION BEGINS
we start with the customer
and work backwards
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 10
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 11
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 12
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 13
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 14
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Our culture of Innovation
»Customer Obsession
“Start every process with the customer and work backwards.”
»Long Term Thinking
“Be stubborn on the vision but flexible on the details.”
»If you want to be inventive, you have to be willing to fail.
“We are willing to go down on a bunch of dark alleys and occasionally we find something
that really works.”
»You have to be willing to be misunderstood for a long time.
“We are very comfortable being misunderstood.”
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon’s growth fly wheel
Value
Selection
Convenience
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Example: From Amazon Prime to Prime Now
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Example: Amazon Flex for Prime Now
• Evolving Prime Now to be
more agile, and provide more
value
• Amazon Flex
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 19
STUBBORN ON THE VISION
But flexible on the details
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Example: Amazon Kindle
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 21
WILLINGNESS TO BE MISUNDERSTOOD
for long periods of time
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Example: AWS
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we organize for innovation ?
»Mechanisms
Working backwards process
Press Release
FAQ / Visualizations
»Architecture
Microservices
Loosely Coupled Applications
Self Service Platforms – No Gatekeepers
»Culture
Our People: We hire builders, innovators, and entrepreneurs
Our Beliefs: Amazon Leadership Principles
»Organization
Experimentation
2 Pizza Teams
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
ALWAYS WORK
BACKWARDS
FROM THE
CUSTOMER
CUSTOMER OBSESSION
© 2018, Amazon Web Services, Inc. or its affiliates. All rights
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Write the press release
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Write the press release
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Write the FAQ
• Include both Customer
FAQs and Stakeholder
FAQs
• Include the hard questions
• Share your press release
early to gather questions
Customer FAQs - Customers ask the best
questions because they are fundamental to any
experience:
How much will this cost?
What type of support will I get?
Where can I find this?
How do I cancel this?
Stakeholder FAQs - What will your VP, partner
teams, internal Amazon resources ask about your
idea?
What is the underlying technology?
What will customers be most disappointed
about in your initial release?
How does this impact current systems?
What is the business impact?
How do we know what the customer needs?
How can we launch this more quickly?
What is provoking the most internal debate?
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Visualize the interaction and write the manual
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 29
Most companies write the software,
they get it all working, and then they
throw it over the wall to the
marketing department, saying ‘here is
what we built, go write the press
release.’ That process is the one
that’s actually backwards.”
Jeff Bezos
Founder and Chief Executive Officer
Amazon.com, Inc.
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Is ”Working Backwards” optional ?
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we organize for innovation ?
»Mechanisms
Working backwards process
Press Release
FAQ / Visualizations
»Architecture
Microservices
Loosely Coupled Applications
Self Service Platforms – No Gatekeepers
»Culture
Our People: We hire builders, innovators, and entrepreneurs
Our Beliefs: Amazon Leadership Principles
»Organization
Experimentation
2 Pizza Teams
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon.com Services (theory)
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Single-purpose
Connect only through APIs
Connect over HTTPS
Largely “black boxes” to
each other
“Microservices”
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Self Service Platforms without Gatekeepers
“We are creating powerful self-
service platforms that allow
thousands of people to boldly
experiment and accomplish
things that would otherwise be
impossible or impractical."
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 35
HYBRID
ARCHITECTURE
Data Backups
Integrated
App
Deployments
Direct
Connect
Identity
Federation
Integrated
Resource
Management
Integrated
Networking
MARKETPLACE
Business
Apps
DatabasesDevOps
Tools
NetworkingSecurity Storage
Business
Intelligence
ENTERPRISE
APPS
Virtual
Desktops
Sharing &
Collaboration
Corporate
Email
Backup
IoT
Rules
Engine
Device
Shadows
Device
SDKs
Registry
Device
Gateway
DEVELOPMENT & OPERATIONSMOBILE SERVICESAPP SERVICESANALYTICS
Data
Warehousing
Hadoop/
Spark
Streaming Data
Collection
Machine
Learning
Elastic
Search
Queuing &
Notifications
Workflow
Search
Email
Transcoding
One-click App
Deployment
Identity
Sync
Mobile App
Testing
Push
Notifications
DevOps Resource
Management
Application Lifecycle
Management
Containers
Triggers
Resource
Templates
API
Gateway
Streaming Data
Analysis
Business
Intelligence
Mobile
Analytics
Single Integrated
Console
TECHNICAL & BUSINESS SUPPORT
Support
Professional
Services
Account
Management
Partner
Ecosystem
Solutions
Architects
Training &
Certification
Security &
Billing Reports
GAMING
3D Game
Engine
Character
Designer
Multiplayer
Service
Twitch
Integration
Cloud
Integration
Regions
Availability
Zones
Points of
Presence
INFRASTRUCTURE
CORE SERVICES
Compute
VMs, Auto-scaling, Load Balancing,
Containers, Cloud functions
Storage
Object, Blocks, File,
Archivals, Import/Export
Databases
Relational, NoSQL,
Caching, Migration
CDN Networking
VPC, DX, DNS
Access Control
Identity
Management
Key
Management &
Storage
Monitoring
& Logs
SECURITY & COMPLIANCE
Resource &
Usage Auditing
Configuration
Compliance
Web application
firewall
Assessment and
reporting
AWS: Most Robust, Fully-Featured Technology Infrastructure Platform
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we organize for innovation ?
»Mechanisms
Working backwards process
Press Release
FAQ / Visualizations
»Architecture
Microservices
Loosely Coupled Applications
Self Service Platforms – No Gatekeepers
»Culture
Our People: We hire builders, innovators, and entrepreneurs
Our Beliefs: Amazon Leadership Principles
»Organization
Experimentation
2 Pizza Teams
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 37
Amazon hires
builders and lets
them build
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 38
Every one of us is a
leader on our mission
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How do we organize for innovation ?
»Mechanisms
Working backwards process
Press Release
FAQ / Visualizations
»Architecture
Microservices
Loosely Coupled Applications
Self Service Platforms – No Gatekeepers
»Culture
Our People: We hire builders, innovators, and entrepreneurs
Our Beliefs: Amazon Leadership Principles
»Organization
Experimentation
2 Pizza Teams
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 40
Experiment early &
frequently
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 41
Is it a one-way or
a two-way door?
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
To invent you have to experiment, and if you know in advance that it’s going to work, it’s not
an experiment
To our shareowners (2015)This year, Amazon became the fastest company ever to reach $100 billion annual sales. Also
this year, Amazon Web Services is reaching $10 billion in annual sales.
One area where I think we are especially distinctive is failure. I believe we are the best place in
the world to fail (we have plenty of practice!), and failure and invention are inseparable twins.
To invent you have to experiment, and if you know in advance that it’s going to work, it’s not
an experiment. Most large organizations embrace the idea of invention, but are not willing to
suffer the string of failed experiments necessary to get there. Outsized returns often come from
betting against conventional wisdom, and conventional wisdom is usually right. Given a ten
percent chance of a 100 times payoff, you should take that bet every time. But you’re still going
to be wrong nine times out of ten. We all know that if you swing for the fences, you’re going to
strike out a lot, but you’re also going to hit some home runs. The difference between baseball
and business, however, is that baseball has a truncated outcome distribution. When you swing,
no matter how well you connect with the ball, the most runs you can get is four. In business,
every once in a while, when you step up to the plate, you can score 1,000 runs. This long-tailed
distribution of returns is why it’s important to be bold. Big winners pay for so many
experiments.
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 43
Learn from failures…
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 45
Two-Pizza teams are
fast and agile, foster
ownership and
autonomy
Small,
decentralized
teams are
nimble
Own and run
what you
build
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 46
f(I) = (mechanisms * architecture)
(culture * organization)
^
Amazon Innovation Equation
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 47
We had three big ideas at Amazon
that we have stuck with for 20+ years,
and they are the reason we are
successful: put the customer first,
invent, and be patient.
Jeff Bezos
Founder and Chief Executive Officer
Amazon.com, Inc.
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 48
Thank you!
Don’t forget:
Re:Invent 2018, November 26-39
Las Vegas

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Startup Day Kyiv: How we think about Innovation at Amazon

  • 1. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Culture of Innovation at Amazon SHAYAN SANYAL 19 November, 2018 | Kyiv, Ukraine
  • 2. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 2 Invention comes in many forms and at many scales. The most radical and transformative of inventions are often those that empower others to unleash their creativity – to pursue their dreams Jeff Bezos Founder and Chief Executive Officer Amazon.com, Inc.
  • 3. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 3 To our shareholders Amazon.com passed many milestones in 1997: by year-end, we had served more than 1.5 million customers, yielding 838% revenue growth to $147.8 million, and extended our market leadership despite aggressive competitive entry. But this is Day 1 for the Internet and, if we execute well, for Amazon.com. Today, online commerce saves customers money and precious time. Tomorrow, through personalization, online commerce will accelerate the very process of discovery. Amazon.com uses the Internet to create real value for its customers and, by doing so, hopes to create an enduring franchise, even in established
  • 4. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon started with books...
  • 5. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. But its innovation has expanded to many domains… Drone Development Advanced Shopping Kindle Reader Home Entertainment Grocery Delivery Video Streaming Home Automation Cloud Computing
  • 6. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. « …innovation is now recognized as the single most important ingredient in any modern economy…In short, it is innovation – more than the application of capital and labor – that makes the world go round »
  • 7. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 7 OUR MISSION to be Earth’s most customer-centric company
  • 8. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 8 OUR COMMITMENT we make our customers’ lives easier
  • 9. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 9 WHERE INNOVATION BEGINS we start with the customer and work backwards
  • 10. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 10
  • 11. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 11
  • 12. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 12
  • 13. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 13
  • 14. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 14
  • 15. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Our culture of Innovation »Customer Obsession “Start every process with the customer and work backwards.” »Long Term Thinking “Be stubborn on the vision but flexible on the details.” »If you want to be inventive, you have to be willing to fail. “We are willing to go down on a bunch of dark alleys and occasionally we find something that really works.” »You have to be willing to be misunderstood for a long time. “We are very comfortable being misunderstood.”
  • 16. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon’s growth fly wheel Value Selection Convenience
  • 17. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Example: From Amazon Prime to Prime Now
  • 18. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Example: Amazon Flex for Prime Now • Evolving Prime Now to be more agile, and provide more value • Amazon Flex
  • 19. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 19 STUBBORN ON THE VISION But flexible on the details
  • 20. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Example: Amazon Kindle
  • 21. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 21 WILLINGNESS TO BE MISUNDERSTOOD for long periods of time
  • 22. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Example: AWS
  • 23. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we organize for innovation ? »Mechanisms Working backwards process Press Release FAQ / Visualizations »Architecture Microservices Loosely Coupled Applications Self Service Platforms – No Gatekeepers »Culture Our People: We hire builders, innovators, and entrepreneurs Our Beliefs: Amazon Leadership Principles »Organization Experimentation 2 Pizza Teams
  • 24. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. ALWAYS WORK BACKWARDS FROM THE CUSTOMER CUSTOMER OBSESSION © 2018, Amazon Web Services, Inc. or its affiliates. All rights
  • 25. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Write the press release
  • 26. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Write the press release
  • 27. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Write the FAQ • Include both Customer FAQs and Stakeholder FAQs • Include the hard questions • Share your press release early to gather questions Customer FAQs - Customers ask the best questions because they are fundamental to any experience: How much will this cost? What type of support will I get? Where can I find this? How do I cancel this? Stakeholder FAQs - What will your VP, partner teams, internal Amazon resources ask about your idea? What is the underlying technology? What will customers be most disappointed about in your initial release? How does this impact current systems? What is the business impact? How do we know what the customer needs? How can we launch this more quickly? What is provoking the most internal debate?
  • 28. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Visualize the interaction and write the manual
  • 29. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 29 Most companies write the software, they get it all working, and then they throw it over the wall to the marketing department, saying ‘here is what we built, go write the press release.’ That process is the one that’s actually backwards.” Jeff Bezos Founder and Chief Executive Officer Amazon.com, Inc.
  • 30. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Is ”Working Backwards” optional ?
  • 31. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we organize for innovation ? »Mechanisms Working backwards process Press Release FAQ / Visualizations »Architecture Microservices Loosely Coupled Applications Self Service Platforms – No Gatekeepers »Culture Our People: We hire builders, innovators, and entrepreneurs Our Beliefs: Amazon Leadership Principles »Organization Experimentation 2 Pizza Teams
  • 32. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon.com Services (theory)
  • 33. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Single-purpose Connect only through APIs Connect over HTTPS Largely “black boxes” to each other “Microservices”
  • 34. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Self Service Platforms without Gatekeepers “We are creating powerful self- service platforms that allow thousands of people to boldly experiment and accomplish things that would otherwise be impossible or impractical."
  • 35. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 35 HYBRID ARCHITECTURE Data Backups Integrated App Deployments Direct Connect Identity Federation Integrated Resource Management Integrated Networking MARKETPLACE Business Apps DatabasesDevOps Tools NetworkingSecurity Storage Business Intelligence ENTERPRISE APPS Virtual Desktops Sharing & Collaboration Corporate Email Backup IoT Rules Engine Device Shadows Device SDKs Registry Device Gateway DEVELOPMENT & OPERATIONSMOBILE SERVICESAPP SERVICESANALYTICS Data Warehousing Hadoop/ Spark Streaming Data Collection Machine Learning Elastic Search Queuing & Notifications Workflow Search Email Transcoding One-click App Deployment Identity Sync Mobile App Testing Push Notifications DevOps Resource Management Application Lifecycle Management Containers Triggers Resource Templates API Gateway Streaming Data Analysis Business Intelligence Mobile Analytics Single Integrated Console TECHNICAL & BUSINESS SUPPORT Support Professional Services Account Management Partner Ecosystem Solutions Architects Training & Certification Security & Billing Reports GAMING 3D Game Engine Character Designer Multiplayer Service Twitch Integration Cloud Integration Regions Availability Zones Points of Presence INFRASTRUCTURE CORE SERVICES Compute VMs, Auto-scaling, Load Balancing, Containers, Cloud functions Storage Object, Blocks, File, Archivals, Import/Export Databases Relational, NoSQL, Caching, Migration CDN Networking VPC, DX, DNS Access Control Identity Management Key Management & Storage Monitoring & Logs SECURITY & COMPLIANCE Resource & Usage Auditing Configuration Compliance Web application firewall Assessment and reporting AWS: Most Robust, Fully-Featured Technology Infrastructure Platform
  • 36. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we organize for innovation ? »Mechanisms Working backwards process Press Release FAQ / Visualizations »Architecture Microservices Loosely Coupled Applications Self Service Platforms – No Gatekeepers »Culture Our People: We hire builders, innovators, and entrepreneurs Our Beliefs: Amazon Leadership Principles »Organization Experimentation 2 Pizza Teams
  • 37. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 37 Amazon hires builders and lets them build
  • 38. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 38 Every one of us is a leader on our mission
  • 39. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How do we organize for innovation ? »Mechanisms Working backwards process Press Release FAQ / Visualizations »Architecture Microservices Loosely Coupled Applications Self Service Platforms – No Gatekeepers »Culture Our People: We hire builders, innovators, and entrepreneurs Our Beliefs: Amazon Leadership Principles »Organization Experimentation 2 Pizza Teams
  • 40. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 40 Experiment early & frequently
  • 41. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 41 Is it a one-way or a two-way door?
  • 42. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. To invent you have to experiment, and if you know in advance that it’s going to work, it’s not an experiment To our shareowners (2015)This year, Amazon became the fastest company ever to reach $100 billion annual sales. Also this year, Amazon Web Services is reaching $10 billion in annual sales. One area where I think we are especially distinctive is failure. I believe we are the best place in the world to fail (we have plenty of practice!), and failure and invention are inseparable twins. To invent you have to experiment, and if you know in advance that it’s going to work, it’s not an experiment. Most large organizations embrace the idea of invention, but are not willing to suffer the string of failed experiments necessary to get there. Outsized returns often come from betting against conventional wisdom, and conventional wisdom is usually right. Given a ten percent chance of a 100 times payoff, you should take that bet every time. But you’re still going to be wrong nine times out of ten. We all know that if you swing for the fences, you’re going to strike out a lot, but you’re also going to hit some home runs. The difference between baseball and business, however, is that baseball has a truncated outcome distribution. When you swing, no matter how well you connect with the ball, the most runs you can get is four. In business, every once in a while, when you step up to the plate, you can score 1,000 runs. This long-tailed distribution of returns is why it’s important to be bold. Big winners pay for so many experiments.
  • 43. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 43 Learn from failures…
  • 44. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  • 45. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 45 Two-Pizza teams are fast and agile, foster ownership and autonomy Small, decentralized teams are nimble Own and run what you build
  • 46. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 46 f(I) = (mechanisms * architecture) (culture * organization) ^ Amazon Innovation Equation
  • 47. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 47 We had three big ideas at Amazon that we have stuck with for 20+ years, and they are the reason we are successful: put the customer first, invent, and be patient. Jeff Bezos Founder and Chief Executive Officer Amazon.com, Inc.
  • 48. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 48 Thank you! Don’t forget: Re:Invent 2018, November 26-39 Las Vegas