SlideShare a Scribd company logo
1 of 35
Download to read offline
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
The Next Wave of Retailing
An AWS Perspective
Tom Litchford
Head, WW Business Development
Retail and Wholesale Distribution
Amazon Web Services
tlitch@amazon.com
© 2018 Amazon Web Services, Inc or its Affiliates. All rights reserved.
AGENDA • AWS Retail Industry Perspective
• AWS Core Building Blocks for Digital Transformation
• Partnering with Amazon
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Connected Consumers are Everywhere
(connected shopping through home, car, office, store, mobile, pad, pc)
service service
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Retail Digital Transformation
Retail is in the midst of one of the most profound
transformations in its history driven by technology and the
convergence of People, Processes, Things, and Data.
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
What Retailers are doing on AWS
Big Data for Retail Unified Commerce Digital Customer
Engagement
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
REINVENTION
PROJECT FOUNDATION MIGRATION REINVENTION
Cloud Native
Innovation
Tech Debt
Retirement
DEV / TEST
* E-COMMERCE /
DIGITAL SYSTEMS
PREDICTIVE
INVENTORY
& ANALYTICS
DIGITAL
ASSISTANT
OPERATIONS
AUTOMATION
(IOT)
MICROSERVICES
& SERVERLESS
CAPABILITIES
CRM & SINGLE VIEW
OF THE CUSTOMER
DATA CENTER EXIT
Value
Time
Cloud Center of Excellence
Well Architected Strategy
Typical Customer Roadmap
• RETAIL SYSTEMS
MIGRATIONS
* RETAIL DATA LAKE
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Thousands of retail customers worldwide
© 2018 Amazon Web Services, Inc or its Affiliates. All rights reserved.
Retail Industry Trends
AWS Digital Transformation Building Blocks
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Functional Areas for Digital Transformation
Driven by Consumer Expectations Customer
Engagement
Operational
Efficiencies
Intelligent
Inventory
Management
Connected
Vehicle
Connected
Home
Environmental
Monitoring &
Control
Facilities
Management
Safety & Loss
Prevention
Supply ChainKey Building Blocks
• Frictionless experiences
• Voice everywhere (conversational
commerce)
• Video Analytics will bring us closer to
the consumer
• Physical & Digital will blur
• “Things” – sensors and actuators –
instrumentation will be pervasive
• Serverless Microservices will create
business agility
• Machine Learning will deliver
counterintuitive insights
• Retail Data Lakes are the foundation
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Just Walk Out Shopping
(Amazon Go store)
1-Click Checkout
(Amazon.com)
Frictionless Experiences
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
ID by login cookie
(Amazon.com)
ID by license plate
(Pickup at Amazon Fresh store)
Frictionless Experiences
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
/ ML based security
/ ML loss prevention & safety
/ ML planogram compliance
/ ML based employee task management
/ ML facilities monitoring & management
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS Computer Vision
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Intelligent Store: Amazon Rekognition
Intelligent image and video analysis.
Text in imagesPathingFacial analysis
Object, scene, and activity
detection
Facial recognition Unsafe content detection
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Intelligent Store: Amazon Kinesis Video Streams
Capture, process, and store video streams for analyticsand machine learning.
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
NextGen Retail Store: Sensor Fusion
Predictive traffic counter
Video analytics
Aware digital signage
Just Walk Out
No Back Office
AI Merchandising
Wise Concierge
Beacons
RFID Inventory Mgmt
Smart Planogram
Aware Instore Signage
Intelligent Loss Prevention
Aware Music
Connected Store Controls
Retail IOT Managed Service
- Minimal installation
- Automatic scaling
- OTA updates
- Pay as you go
Greengrass
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS IOT Services
Connect devices, trigger events, analyzeperformance.
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS Boundless Store Reference Architecture
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Alexa
Voice Interaction Lex
Make-your-own-chatbot service
I’d like to buy a
bouquet of roses
Sure. How many
roses?
A dozen is good
Great. Red or
white roses?
Red
AWS Voice (Conversational Commerce)
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Voice in the workplace
“Alexa, start my meeting”
“Alexa, lower shades and
start projector”
Amazon Connect
Simple to use, cloud-based contact center
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Intelligent Assistant: Alexa and Amazon Lex
Conversationalinterfaces for your applications powered by the same deep learning technologies as Alexa
Enterprise Productivity Bots
• Call Center Bots
• Informational Bots
• Application Bots
• Internet of Things (IoT)
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2018 Amazon Web Services, Inc or its Affiliates. All rights reserved.
AR/VR/MR driven experiences
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Amazon Sumerian
• Employee Training / Health WB
• Virtual Concierge
• Training Simulations
• 3d Planogram / Franchise Compliance
• Design and Creative
• Retail and Sales
• Field Service Productivity
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Customers Who Bought…
(Amazon.com)
If You Like / You’ll Love
(Amazon Books store)
Machine Learning
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Intelligent Recommendations: Amazon Personalize
Real-time personalizationand recommendation, based on the same technologyused at Amazon.com.
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
• Social proof
• Merchandising based on data
science, not intuition
• Real-time reviews
• Discovery experience
Inspired by Customers
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
• Highly Rated 4.8 Stars and Above
• Page Turners: Books Kindle Readers Finish in 3 Days or Less
• Book Club Picks from Goodreads
• Most Wished for Books
• If You Like…
• Read Local Section
• Kids Section
• Amazon Mobile Checkout
• Amazon Device Test Drive
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Intelligent Operations: Amazon Forecast
Accurate time-series forecasting service, based on the same technologyused at Amazon.com
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Operational Effectiveness and Efficiency
AWS Leadership in Machine Learning & Robotics
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS Robotics
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Serverless Microservices
Easier to scale, faster to develop, accelerated time-to-market
Autonomous
Specialized
Agility
Technological Freedom
Flexible Scaling
Easy Deployment
Reusable Code
Resilience
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Foundations for Big Data in Retail
Ingest ConsumeStore Analyze
1 4
0 9
5
3
Right analytic tools
for every job
Support any kind of analysis – basic SQL queries of your data warehouse
today…to machine learning for predictive customer insights tomorrow
3
2
One home for all
data – no silos!
Analysts need a single place to access all available customer and operational
data to build insights and next-gen offerings
2
4
Connect to internal
and external apps
Connect to internal and external systems, 3rd parties, with both real time and
batch capabilities.
4
1
Flexibility to ingest any
type of data
Building a full data picture requires ingestion of everything: clickstream data,
point-of-sale, social/mobile, streaming data from in-store IoT sensors, …
1
Customer &
operational
DATA
Customer &
operational
INSIGHTS
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Enable Differentiated Retail Experiences
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS Customer Data Platform – Retailer Reference Example
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Enabling Smart Innovation for
Retail Transformation
감사합니다!
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.

More Related Content

What's hot

Migrando seus dados para nuvem: Explore as opções da nuvem AWS
Migrando seus dados para nuvem: Explore as opções da nuvem AWSMigrando seus dados para nuvem: Explore as opções da nuvem AWS
Migrando seus dados para nuvem: Explore as opções da nuvem AWSAmazon Web Services LATAM
 
AWS System Manager: Parameter Store를 사용한 AWS 구성 데이터 관리 기법 - 정창훈, 당근마켓 / 김대권, ...
AWS System Manager: Parameter Store를 사용한 AWS 구성 데이터 관리 기법 - 정창훈, 당근마켓 / 김대권, ...AWS System Manager: Parameter Store를 사용한 AWS 구성 데이터 관리 기법 - 정창훈, 당근마켓 / 김대권, ...
AWS System Manager: Parameter Store를 사용한 AWS 구성 데이터 관리 기법 - 정창훈, 당근마켓 / 김대권, ...Amazon Web Services Korea
 
Becoming A High Frequency Enterprise
Becoming A High Frequency EnterpriseBecoming A High Frequency Enterprise
Becoming A High Frequency EnterpriseAmazon Web Services
 
Introduction to the Well-Architected Framework and Tool - SVC208 - Anaheim AW...
Introduction to the Well-Architected Framework and Tool - SVC208 - Anaheim AW...Introduction to the Well-Architected Framework and Tool - SVC208 - Anaheim AW...
Introduction to the Well-Architected Framework and Tool - SVC208 - Anaheim AW...Amazon Web Services
 
AWS Initiate Day Dublin 2019 – Migrating Data to the Cloud
AWS Initiate Day Dublin 2019 – Migrating Data to the CloudAWS Initiate Day Dublin 2019 – Migrating Data to the Cloud
AWS Initiate Day Dublin 2019 – Migrating Data to the CloudAmazon Web Services
 
Increase the value of video using ML and AWS media services - SVC301 - Santa ...
Increase the value of video using ML and AWS media services - SVC301 - Santa ...Increase the value of video using ML and AWS media services - SVC301 - Santa ...
Increase the value of video using ML and AWS media services - SVC301 - Santa ...Amazon Web Services
 
[AWS Media Symposium 2019] Enhancing your Media Workflows with Amazon Machine...
[AWS Media Symposium 2019] Enhancing your Media Workflows with Amazon Machine...[AWS Media Symposium 2019] Enhancing your Media Workflows with Amazon Machine...
[AWS Media Symposium 2019] Enhancing your Media Workflows with Amazon Machine...Amazon Web Services Korea
 
Design with ops in mind | AWS Summit Tel Aviv 2019
Design with ops in mind | AWS Summit Tel Aviv 2019Design with ops in mind | AWS Summit Tel Aviv 2019
Design with ops in mind | AWS Summit Tel Aviv 2019Amazon Web Services
 
Discuss data migration with AWS experts - STG304 - Santa Clara AWS Summit
Discuss data migration with AWS experts - STG304 - Santa Clara AWS SummitDiscuss data migration with AWS experts - STG304 - Santa Clara AWS Summit
Discuss data migration with AWS experts - STG304 - Santa Clara AWS SummitAmazon Web Services
 
e커머스 통합운영 자동화 사례 및 보안강화 방안 - 양수연 상무, 삼성SDS / 임선진 팀장, 삼성SDS :: AWS Summit Seou...
e커머스 통합운영 자동화 사례 및 보안강화 방안 - 양수연 상무, 삼성SDS / 임선진 팀장, 삼성SDS :: AWS Summit Seou...e커머스 통합운영 자동화 사례 및 보안강화 방안 - 양수연 상무, 삼성SDS / 임선진 팀장, 삼성SDS :: AWS Summit Seou...
e커머스 통합운영 자동화 사례 및 보안강화 방안 - 양수연 상무, 삼성SDS / 임선진 팀장, 삼성SDS :: AWS Summit Seou...Amazon Web Services Korea
 
What's new in Amazon Aurora - ADB204 - Santa Clara AWS Summit.pdf
What's new in Amazon Aurora - ADB204 - Santa Clara AWS Summit.pdfWhat's new in Amazon Aurora - ADB204 - Santa Clara AWS Summit.pdf
What's new in Amazon Aurora - ADB204 - Santa Clara AWS Summit.pdfAmazon Web Services
 
Control your cloud environment with AWS management tools
Control your cloud environment with AWS management toolsControl your cloud environment with AWS management tools
Control your cloud environment with AWS management toolsAmazon Web Services
 
AWS微服務時代-如何利用AWS的資源與團隊增加開發維運動能_AWS 張右峻
AWS微服務時代-如何利用AWS的資源與團隊增加開發維運動能_AWS 張右峻AWS微服務時代-如何利用AWS的資源與團隊增加開發維運動能_AWS 張右峻
AWS微服務時代-如何利用AWS的資源與團隊增加開發維運動能_AWS 張右峻Amazon Web Services
 
Deep Dive on Amazon Elastic Container Service (ECS) | AWS Summit Tel Aviv 2019
Deep Dive on Amazon Elastic Container Service (ECS)  | AWS Summit Tel Aviv 2019Deep Dive on Amazon Elastic Container Service (ECS)  | AWS Summit Tel Aviv 2019
Deep Dive on Amazon Elastic Container Service (ECS) | AWS Summit Tel Aviv 2019AWS Summits
 
Optimize data lakes with Amazon S3 - STG302 - Santa Clara AWS Summit
Optimize data lakes with Amazon S3 - STG302 - Santa Clara AWS SummitOptimize data lakes with Amazon S3 - STG302 - Santa Clara AWS Summit
Optimize data lakes with Amazon S3 - STG302 - Santa Clara AWS SummitAmazon Web Services
 
Architecting Security & Governance across Your AWS Landing Zone - SEC301 - An...
Architecting Security & Governance across Your AWS Landing Zone - SEC301 - An...Architecting Security & Governance across Your AWS Landing Zone - SEC301 - An...
Architecting Security & Governance across Your AWS Landing Zone - SEC301 - An...Amazon Web Services
 
Cloud Backend for Real-time Applications
Cloud Backend for Real-time ApplicationsCloud Backend for Real-time Applications
Cloud Backend for Real-time ApplicationsAmazon Web Services
 

What's hot (20)

Keynote: Introduction to AWS
Keynote: Introduction to AWS Keynote: Introduction to AWS
Keynote: Introduction to AWS
 
AWS Loves Startups
AWS Loves StartupsAWS Loves Startups
AWS Loves Startups
 
Migrando seus dados para nuvem: Explore as opções da nuvem AWS
Migrando seus dados para nuvem: Explore as opções da nuvem AWSMigrando seus dados para nuvem: Explore as opções da nuvem AWS
Migrando seus dados para nuvem: Explore as opções da nuvem AWS
 
AWS System Manager: Parameter Store를 사용한 AWS 구성 데이터 관리 기법 - 정창훈, 당근마켓 / 김대권, ...
AWS System Manager: Parameter Store를 사용한 AWS 구성 데이터 관리 기법 - 정창훈, 당근마켓 / 김대권, ...AWS System Manager: Parameter Store를 사용한 AWS 구성 데이터 관리 기법 - 정창훈, 당근마켓 / 김대권, ...
AWS System Manager: Parameter Store를 사용한 AWS 구성 데이터 관리 기법 - 정창훈, 당근마켓 / 김대권, ...
 
Becoming A High Frequency Enterprise
Becoming A High Frequency EnterpriseBecoming A High Frequency Enterprise
Becoming A High Frequency Enterprise
 
Introduction to the Well-Architected Framework and Tool - SVC208 - Anaheim AW...
Introduction to the Well-Architected Framework and Tool - SVC208 - Anaheim AW...Introduction to the Well-Architected Framework and Tool - SVC208 - Anaheim AW...
Introduction to the Well-Architected Framework and Tool - SVC208 - Anaheim AW...
 
AWS Initiate Day Dublin 2019 – Migrating Data to the Cloud
AWS Initiate Day Dublin 2019 – Migrating Data to the CloudAWS Initiate Day Dublin 2019 – Migrating Data to the Cloud
AWS Initiate Day Dublin 2019 – Migrating Data to the Cloud
 
Increase the value of video using ML and AWS media services - SVC301 - Santa ...
Increase the value of video using ML and AWS media services - SVC301 - Santa ...Increase the value of video using ML and AWS media services - SVC301 - Santa ...
Increase the value of video using ML and AWS media services - SVC301 - Santa ...
 
[AWS Media Symposium 2019] Enhancing your Media Workflows with Amazon Machine...
[AWS Media Symposium 2019] Enhancing your Media Workflows with Amazon Machine...[AWS Media Symposium 2019] Enhancing your Media Workflows with Amazon Machine...
[AWS Media Symposium 2019] Enhancing your Media Workflows with Amazon Machine...
 
Design with ops in mind | AWS Summit Tel Aviv 2019
Design with ops in mind | AWS Summit Tel Aviv 2019Design with ops in mind | AWS Summit Tel Aviv 2019
Design with ops in mind | AWS Summit Tel Aviv 2019
 
Discuss data migration with AWS experts - STG304 - Santa Clara AWS Summit
Discuss data migration with AWS experts - STG304 - Santa Clara AWS SummitDiscuss data migration with AWS experts - STG304 - Santa Clara AWS Summit
Discuss data migration with AWS experts - STG304 - Santa Clara AWS Summit
 
e커머스 통합운영 자동화 사례 및 보안강화 방안 - 양수연 상무, 삼성SDS / 임선진 팀장, 삼성SDS :: AWS Summit Seou...
e커머스 통합운영 자동화 사례 및 보안강화 방안 - 양수연 상무, 삼성SDS / 임선진 팀장, 삼성SDS :: AWS Summit Seou...e커머스 통합운영 자동화 사례 및 보안강화 방안 - 양수연 상무, 삼성SDS / 임선진 팀장, 삼성SDS :: AWS Summit Seou...
e커머스 통합운영 자동화 사례 및 보안강화 방안 - 양수연 상무, 삼성SDS / 임선진 팀장, 삼성SDS :: AWS Summit Seou...
 
What's new in Amazon Aurora - ADB204 - Santa Clara AWS Summit.pdf
What's new in Amazon Aurora - ADB204 - Santa Clara AWS Summit.pdfWhat's new in Amazon Aurora - ADB204 - Santa Clara AWS Summit.pdf
What's new in Amazon Aurora - ADB204 - Santa Clara AWS Summit.pdf
 
Control your cloud environment with AWS management tools
Control your cloud environment with AWS management toolsControl your cloud environment with AWS management tools
Control your cloud environment with AWS management tools
 
AWS微服務時代-如何利用AWS的資源與團隊增加開發維運動能_AWS 張右峻
AWS微服務時代-如何利用AWS的資源與團隊增加開發維運動能_AWS 張右峻AWS微服務時代-如何利用AWS的資源與團隊增加開發維運動能_AWS 張右峻
AWS微服務時代-如何利用AWS的資源與團隊增加開發維運動能_AWS 張右峻
 
Deep Dive on Amazon Elastic Container Service (ECS) | AWS Summit Tel Aviv 2019
Deep Dive on Amazon Elastic Container Service (ECS)  | AWS Summit Tel Aviv 2019Deep Dive on Amazon Elastic Container Service (ECS)  | AWS Summit Tel Aviv 2019
Deep Dive on Amazon Elastic Container Service (ECS) | AWS Summit Tel Aviv 2019
 
Optimize data lakes with Amazon S3 - STG302 - Santa Clara AWS Summit
Optimize data lakes with Amazon S3 - STG302 - Santa Clara AWS SummitOptimize data lakes with Amazon S3 - STG302 - Santa Clara AWS Summit
Optimize data lakes with Amazon S3 - STG302 - Santa Clara AWS Summit
 
Architecting Security & Governance across Your AWS Landing Zone - SEC301 - An...
Architecting Security & Governance across Your AWS Landing Zone - SEC301 - An...Architecting Security & Governance across Your AWS Landing Zone - SEC301 - An...
Architecting Security & Governance across Your AWS Landing Zone - SEC301 - An...
 
AWSome Day 2019 - Mexico City
AWSome Day 2019 - Mexico CityAWSome Day 2019 - Mexico City
AWSome Day 2019 - Mexico City
 
Cloud Backend for Real-time Applications
Cloud Backend for Real-time ApplicationsCloud Backend for Real-time Applications
Cloud Backend for Real-time Applications
 

Similar to The Next Wave of Retailing, An AWS Perspective - Tom Litchford 월드와이드 리테일 사업 개발 디렉터, AWS :: AWS Summit Seoul 2019

Industrial IoT, Machine Learning, and Innovation in the AWS Cloud
Industrial IoT, Machine Learning, and Innovation in the AWS CloudIndustrial IoT, Machine Learning, and Innovation in the AWS Cloud
Industrial IoT, Machine Learning, and Innovation in the AWS CloudAmazon Web Services
 
AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習
AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習
AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習Amazon Web Services
 
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018Starting your Cloud Transformation Journey - Tel Aviv Summit 2018
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018Boaz Ziniman
 
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018Starting your Cloud Transformation Journey - Tel Aviv Summit 2018
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018Amazon Web Services
 
AWS Sydney Summit 2019 Re:Cap
AWS Sydney Summit 2019 Re:CapAWS Sydney Summit 2019 Re:Cap
AWS Sydney Summit 2019 Re:CapInjae Kwak
 
Migrate-Critical-Workload-to-AWS-From-Domain-Driven-Design-perspective
Migrate-Critical-Workload-to-AWS-From-Domain-Driven-Design-perspectiveMigrate-Critical-Workload-to-AWS-From-Domain-Driven-Design-perspective
Migrate-Critical-Workload-to-AWS-From-Domain-Driven-Design-perspectiveAmazon Web Services
 
[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...
[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...
[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...Amazon Web Services Korea
 
Starting your Cloud Journey - AWSomeDay Israel
Starting your Cloud Journey - AWSomeDay IsraelStarting your Cloud Journey - AWSomeDay Israel
Starting your Cloud Journey - AWSomeDay IsraelAmazon Web Services
 
Starting your cloud journey - AWSomeDay Israel
Starting your cloud journey - AWSomeDay IsraelStarting your cloud journey - AWSomeDay Israel
Starting your cloud journey - AWSomeDay IsraelBoaz Ziniman
 
Culture of Innovation at Amazon - AWS Startup Day Johannesburg.pdf
Culture of Innovation at Amazon - AWS Startup Day Johannesburg.pdfCulture of Innovation at Amazon - AWS Startup Day Johannesburg.pdf
Culture of Innovation at Amazon - AWS Startup Day Johannesburg.pdfAmazon Web Services
 
Build intelligent applications using AI services
Build intelligent applications using AI servicesBuild intelligent applications using AI services
Build intelligent applications using AI servicesAmazon Web Services
 
Building Modern Applications on AWS
Building Modern Applications on AWSBuilding Modern Applications on AWS
Building Modern Applications on AWSInjae Kwak
 
AIML Webinar - Modernize Citizen Services
AIML Webinar - Modernize Citizen ServicesAIML Webinar - Modernize Citizen Services
AIML Webinar - Modernize Citizen ServicesAmazon Web Services
 
Building Serverless IoT solutions - EPAM SEC 2018 Minsk
Building Serverless IoT solutions - EPAM SEC 2018 MinskBuilding Serverless IoT solutions - EPAM SEC 2018 Minsk
Building Serverless IoT solutions - EPAM SEC 2018 MinskBoaz Ziniman
 
Artificial intelligence in actions: delivering a new experience to Formula 1 ...
Artificial intelligence in actions: delivering a new experience to Formula 1 ...Artificial intelligence in actions: delivering a new experience to Formula 1 ...
Artificial intelligence in actions: delivering a new experience to Formula 1 ...GoDataDriven
 
ISV Best Practices - AWS Partner Summit Mumbai 2018.pdf
ISV Best Practices - AWS Partner Summit Mumbai 2018.pdfISV Best Practices - AWS Partner Summit Mumbai 2018.pdf
ISV Best Practices - AWS Partner Summit Mumbai 2018.pdfAmazon Web Services
 
Introduction to AWS Travel by Massimo Morin
Introduction to AWS Travel by Massimo MorinIntroduction to AWS Travel by Massimo Morin
Introduction to AWS Travel by Massimo MorinSameer Kenkare
 
AI/ML with Data Lakes: Counterintuitive Consumer Insights in Retail (RET206) ...
AI/ML with Data Lakes: Counterintuitive Consumer Insights in Retail (RET206) ...AI/ML with Data Lakes: Counterintuitive Consumer Insights in Retail (RET206) ...
AI/ML with Data Lakes: Counterintuitive Consumer Insights in Retail (RET206) ...Amazon Web Services
 
以容器技術為基礎的混合雲設計架構
以容器技術為基礎的混合雲設計架構以容器技術為基礎的混合雲設計架構
以容器技術為基礎的混合雲設計架構Amazon Web Services
 

Similar to The Next Wave of Retailing, An AWS Perspective - Tom Litchford 월드와이드 리테일 사업 개발 디렉터, AWS :: AWS Summit Seoul 2019 (20)

Machine Learning and IoT on AWS
Machine Learning and IoT on AWSMachine Learning and IoT on AWS
Machine Learning and IoT on AWS
 
Industrial IoT, Machine Learning, and Innovation in the AWS Cloud
Industrial IoT, Machine Learning, and Innovation in the AWS CloudIndustrial IoT, Machine Learning, and Innovation in the AWS Cloud
Industrial IoT, Machine Learning, and Innovation in the AWS Cloud
 
AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習
AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習
AWS及客戶在AI/ML的數位運行過程中得到的重要經驗與學習
 
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018Starting your Cloud Transformation Journey - Tel Aviv Summit 2018
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018
 
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018Starting your Cloud Transformation Journey - Tel Aviv Summit 2018
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018
 
AWS Sydney Summit 2019 Re:Cap
AWS Sydney Summit 2019 Re:CapAWS Sydney Summit 2019 Re:Cap
AWS Sydney Summit 2019 Re:Cap
 
Migrate-Critical-Workload-to-AWS-From-Domain-Driven-Design-perspective
Migrate-Critical-Workload-to-AWS-From-Domain-Driven-Design-perspectiveMigrate-Critical-Workload-to-AWS-From-Domain-Driven-Design-perspective
Migrate-Critical-Workload-to-AWS-From-Domain-Driven-Design-perspective
 
[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...
[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...
[Retail & CPG Day 2019] 기조연설 | Cloud Journey of Traditional Retailers for Dig...
 
Starting your Cloud Journey - AWSomeDay Israel
Starting your Cloud Journey - AWSomeDay IsraelStarting your Cloud Journey - AWSomeDay Israel
Starting your Cloud Journey - AWSomeDay Israel
 
Starting your cloud journey - AWSomeDay Israel
Starting your cloud journey - AWSomeDay IsraelStarting your cloud journey - AWSomeDay Israel
Starting your cloud journey - AWSomeDay Israel
 
Culture of Innovation at Amazon - AWS Startup Day Johannesburg.pdf
Culture of Innovation at Amazon - AWS Startup Day Johannesburg.pdfCulture of Innovation at Amazon - AWS Startup Day Johannesburg.pdf
Culture of Innovation at Amazon - AWS Startup Day Johannesburg.pdf
 
Build intelligent applications using AI services
Build intelligent applications using AI servicesBuild intelligent applications using AI services
Build intelligent applications using AI services
 
Building Modern Applications on AWS
Building Modern Applications on AWSBuilding Modern Applications on AWS
Building Modern Applications on AWS
 
AIML Webinar - Modernize Citizen Services
AIML Webinar - Modernize Citizen ServicesAIML Webinar - Modernize Citizen Services
AIML Webinar - Modernize Citizen Services
 
Building Serverless IoT solutions - EPAM SEC 2018 Minsk
Building Serverless IoT solutions - EPAM SEC 2018 MinskBuilding Serverless IoT solutions - EPAM SEC 2018 Minsk
Building Serverless IoT solutions - EPAM SEC 2018 Minsk
 
Artificial intelligence in actions: delivering a new experience to Formula 1 ...
Artificial intelligence in actions: delivering a new experience to Formula 1 ...Artificial intelligence in actions: delivering a new experience to Formula 1 ...
Artificial intelligence in actions: delivering a new experience to Formula 1 ...
 
ISV Best Practices - AWS Partner Summit Mumbai 2018.pdf
ISV Best Practices - AWS Partner Summit Mumbai 2018.pdfISV Best Practices - AWS Partner Summit Mumbai 2018.pdf
ISV Best Practices - AWS Partner Summit Mumbai 2018.pdf
 
Introduction to AWS Travel by Massimo Morin
Introduction to AWS Travel by Massimo MorinIntroduction to AWS Travel by Massimo Morin
Introduction to AWS Travel by Massimo Morin
 
AI/ML with Data Lakes: Counterintuitive Consumer Insights in Retail (RET206) ...
AI/ML with Data Lakes: Counterintuitive Consumer Insights in Retail (RET206) ...AI/ML with Data Lakes: Counterintuitive Consumer Insights in Retail (RET206) ...
AI/ML with Data Lakes: Counterintuitive Consumer Insights in Retail (RET206) ...
 
以容器技術為基礎的混合雲設計架構
以容器技術為基礎的混合雲設計架構以容器技術為基礎的混合雲設計架構
以容器技術為基礎的混合雲設計架構
 

More from Amazon Web Services Korea

AWS Modern Infra with Storage Roadshow 2023 - Day 2
AWS Modern Infra with Storage Roadshow 2023 - Day 2AWS Modern Infra with Storage Roadshow 2023 - Day 2
AWS Modern Infra with Storage Roadshow 2023 - Day 2Amazon Web Services Korea
 
AWS Modern Infra with Storage Roadshow 2023 - Day 1
AWS Modern Infra with Storage Roadshow 2023 - Day 1AWS Modern Infra with Storage Roadshow 2023 - Day 1
AWS Modern Infra with Storage Roadshow 2023 - Day 1Amazon Web Services Korea
 
사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...
사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...
사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...Amazon Web Services Korea
 
Amazon DocumentDB - Architecture 및 Best Practice (Level 200) - 발표자: 장동훈, Sr. ...
Amazon DocumentDB - Architecture 및 Best Practice (Level 200) - 발표자: 장동훈, Sr. ...Amazon DocumentDB - Architecture 및 Best Practice (Level 200) - 발표자: 장동훈, Sr. ...
Amazon DocumentDB - Architecture 및 Best Practice (Level 200) - 발표자: 장동훈, Sr. ...Amazon Web Services Korea
 
Amazon Elasticache - Fully managed, Redis & Memcached Compatible Service (Lev...
Amazon Elasticache - Fully managed, Redis & Memcached Compatible Service (Lev...Amazon Elasticache - Fully managed, Redis & Memcached Compatible Service (Lev...
Amazon Elasticache - Fully managed, Redis & Memcached Compatible Service (Lev...Amazon Web Services Korea
 
Internal Architecture of Amazon Aurora (Level 400) - 발표자: 정달영, APAC RDS Speci...
Internal Architecture of Amazon Aurora (Level 400) - 발표자: 정달영, APAC RDS Speci...Internal Architecture of Amazon Aurora (Level 400) - 발표자: 정달영, APAC RDS Speci...
Internal Architecture of Amazon Aurora (Level 400) - 발표자: 정달영, APAC RDS Speci...Amazon Web Services Korea
 
[Keynote] 슬기로운 AWS 데이터베이스 선택하기 - 발표자: 강민석, Korea Database SA Manager, WWSO, A...
[Keynote] 슬기로운 AWS 데이터베이스 선택하기 - 발표자: 강민석, Korea Database SA Manager, WWSO, A...[Keynote] 슬기로운 AWS 데이터베이스 선택하기 - 발표자: 강민석, Korea Database SA Manager, WWSO, A...
[Keynote] 슬기로운 AWS 데이터베이스 선택하기 - 발표자: 강민석, Korea Database SA Manager, WWSO, A...Amazon Web Services Korea
 
Demystify Streaming on AWS - 발표자: 이종혁, Sr Analytics Specialist, WWSO, AWS :::...
Demystify Streaming on AWS - 발표자: 이종혁, Sr Analytics Specialist, WWSO, AWS :::...Demystify Streaming on AWS - 발표자: 이종혁, Sr Analytics Specialist, WWSO, AWS :::...
Demystify Streaming on AWS - 발표자: 이종혁, Sr Analytics Specialist, WWSO, AWS :::...Amazon Web Services Korea
 
Amazon EMR - Enhancements on Cost/Performance, Serverless - 발표자: 김기영, Sr Anal...
Amazon EMR - Enhancements on Cost/Performance, Serverless - 발표자: 김기영, Sr Anal...Amazon EMR - Enhancements on Cost/Performance, Serverless - 발표자: 김기영, Sr Anal...
Amazon EMR - Enhancements on Cost/Performance, Serverless - 발표자: 김기영, Sr Anal...Amazon Web Services Korea
 
Amazon OpenSearch - Use Cases, Security/Observability, Serverless and Enhance...
Amazon OpenSearch - Use Cases, Security/Observability, Serverless and Enhance...Amazon OpenSearch - Use Cases, Security/Observability, Serverless and Enhance...
Amazon OpenSearch - Use Cases, Security/Observability, Serverless and Enhance...Amazon Web Services Korea
 
Enabling Agility with Data Governance - 발표자: 김성연, Analytics Specialist, WWSO,...
Enabling Agility with Data Governance - 발표자: 김성연, Analytics Specialist, WWSO,...Enabling Agility with Data Governance - 발표자: 김성연, Analytics Specialist, WWSO,...
Enabling Agility with Data Governance - 발표자: 김성연, Analytics Specialist, WWSO,...Amazon Web Services Korea
 
Amazon Redshift Deep Dive - Serverless, Streaming, ML, Auto Copy (New feature...
Amazon Redshift Deep Dive - Serverless, Streaming, ML, Auto Copy (New feature...Amazon Redshift Deep Dive - Serverless, Streaming, ML, Auto Copy (New feature...
Amazon Redshift Deep Dive - Serverless, Streaming, ML, Auto Copy (New feature...Amazon Web Services Korea
 
From Insights to Action, How to build and maintain a Data Driven Organization...
From Insights to Action, How to build and maintain a Data Driven Organization...From Insights to Action, How to build and maintain a Data Driven Organization...
From Insights to Action, How to build and maintain a Data Driven Organization...Amazon Web Services Korea
 
[Keynote] Accelerating Business Outcomes with AWS Data - 발표자: Saeed Gharadagh...
[Keynote] Accelerating Business Outcomes with AWS Data - 발표자: Saeed Gharadagh...[Keynote] Accelerating Business Outcomes with AWS Data - 발표자: Saeed Gharadagh...
[Keynote] Accelerating Business Outcomes with AWS Data - 발표자: Saeed Gharadagh...Amazon Web Services Korea
 
Amazon DynamoDB - Use Cases and Cost Optimization - 발표자: 이혁, DynamoDB Special...
Amazon DynamoDB - Use Cases and Cost Optimization - 발표자: 이혁, DynamoDB Special...Amazon DynamoDB - Use Cases and Cost Optimization - 발표자: 이혁, DynamoDB Special...
Amazon DynamoDB - Use Cases and Cost Optimization - 발표자: 이혁, DynamoDB Special...Amazon Web Services Korea
 
LG전자 - Amazon Aurora 및 RDS 블루/그린 배포를 이용한 데이터베이스 업그레이드 안정성 확보 - 발표자: 이은경 책임, L...
LG전자 - Amazon Aurora 및 RDS 블루/그린 배포를 이용한 데이터베이스 업그레이드 안정성 확보 - 발표자: 이은경 책임, L...LG전자 - Amazon Aurora 및 RDS 블루/그린 배포를 이용한 데이터베이스 업그레이드 안정성 확보 - 발표자: 이은경 책임, L...
LG전자 - Amazon Aurora 및 RDS 블루/그린 배포를 이용한 데이터베이스 업그레이드 안정성 확보 - 발표자: 이은경 책임, L...Amazon Web Services Korea
 
KB국민카드 - 클라우드 기반 분석 플랫폼 혁신 여정 - 발표자: 박창용 과장, 데이터전략본부, AI혁신부, KB카드│강병억, Soluti...
KB국민카드 - 클라우드 기반 분석 플랫폼 혁신 여정 - 발표자: 박창용 과장, 데이터전략본부, AI혁신부, KB카드│강병억, Soluti...KB국민카드 - 클라우드 기반 분석 플랫폼 혁신 여정 - 발표자: 박창용 과장, 데이터전략본부, AI혁신부, KB카드│강병억, Soluti...
KB국민카드 - 클라우드 기반 분석 플랫폼 혁신 여정 - 발표자: 박창용 과장, 데이터전략본부, AI혁신부, KB카드│강병억, Soluti...Amazon Web Services Korea
 
SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...
SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...
SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...Amazon Web Services Korea
 
코리안리 - 데이터 분석 플랫폼 구축 여정, 그 시작과 과제 - 발표자: 김석기 그룹장, 데이터비즈니스센터, 메가존클라우드 ::: AWS ...
코리안리 - 데이터 분석 플랫폼 구축 여정, 그 시작과 과제 - 발표자: 김석기 그룹장, 데이터비즈니스센터, 메가존클라우드 ::: AWS ...코리안리 - 데이터 분석 플랫폼 구축 여정, 그 시작과 과제 - 발표자: 김석기 그룹장, 데이터비즈니스센터, 메가존클라우드 ::: AWS ...
코리안리 - 데이터 분석 플랫폼 구축 여정, 그 시작과 과제 - 발표자: 김석기 그룹장, 데이터비즈니스센터, 메가존클라우드 ::: AWS ...Amazon Web Services Korea
 
LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...
LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...
LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...Amazon Web Services Korea
 

More from Amazon Web Services Korea (20)

AWS Modern Infra with Storage Roadshow 2023 - Day 2
AWS Modern Infra with Storage Roadshow 2023 - Day 2AWS Modern Infra with Storage Roadshow 2023 - Day 2
AWS Modern Infra with Storage Roadshow 2023 - Day 2
 
AWS Modern Infra with Storage Roadshow 2023 - Day 1
AWS Modern Infra with Storage Roadshow 2023 - Day 1AWS Modern Infra with Storage Roadshow 2023 - Day 1
AWS Modern Infra with Storage Roadshow 2023 - Day 1
 
사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...
사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...
사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...
 
Amazon DocumentDB - Architecture 및 Best Practice (Level 200) - 발표자: 장동훈, Sr. ...
Amazon DocumentDB - Architecture 및 Best Practice (Level 200) - 발표자: 장동훈, Sr. ...Amazon DocumentDB - Architecture 및 Best Practice (Level 200) - 발표자: 장동훈, Sr. ...
Amazon DocumentDB - Architecture 및 Best Practice (Level 200) - 발표자: 장동훈, Sr. ...
 
Amazon Elasticache - Fully managed, Redis & Memcached Compatible Service (Lev...
Amazon Elasticache - Fully managed, Redis & Memcached Compatible Service (Lev...Amazon Elasticache - Fully managed, Redis & Memcached Compatible Service (Lev...
Amazon Elasticache - Fully managed, Redis & Memcached Compatible Service (Lev...
 
Internal Architecture of Amazon Aurora (Level 400) - 발표자: 정달영, APAC RDS Speci...
Internal Architecture of Amazon Aurora (Level 400) - 발표자: 정달영, APAC RDS Speci...Internal Architecture of Amazon Aurora (Level 400) - 발표자: 정달영, APAC RDS Speci...
Internal Architecture of Amazon Aurora (Level 400) - 발표자: 정달영, APAC RDS Speci...
 
[Keynote] 슬기로운 AWS 데이터베이스 선택하기 - 발표자: 강민석, Korea Database SA Manager, WWSO, A...
[Keynote] 슬기로운 AWS 데이터베이스 선택하기 - 발표자: 강민석, Korea Database SA Manager, WWSO, A...[Keynote] 슬기로운 AWS 데이터베이스 선택하기 - 발표자: 강민석, Korea Database SA Manager, WWSO, A...
[Keynote] 슬기로운 AWS 데이터베이스 선택하기 - 발표자: 강민석, Korea Database SA Manager, WWSO, A...
 
Demystify Streaming on AWS - 발표자: 이종혁, Sr Analytics Specialist, WWSO, AWS :::...
Demystify Streaming on AWS - 발표자: 이종혁, Sr Analytics Specialist, WWSO, AWS :::...Demystify Streaming on AWS - 발표자: 이종혁, Sr Analytics Specialist, WWSO, AWS :::...
Demystify Streaming on AWS - 발표자: 이종혁, Sr Analytics Specialist, WWSO, AWS :::...
 
Amazon EMR - Enhancements on Cost/Performance, Serverless - 발표자: 김기영, Sr Anal...
Amazon EMR - Enhancements on Cost/Performance, Serverless - 발표자: 김기영, Sr Anal...Amazon EMR - Enhancements on Cost/Performance, Serverless - 발표자: 김기영, Sr Anal...
Amazon EMR - Enhancements on Cost/Performance, Serverless - 발표자: 김기영, Sr Anal...
 
Amazon OpenSearch - Use Cases, Security/Observability, Serverless and Enhance...
Amazon OpenSearch - Use Cases, Security/Observability, Serverless and Enhance...Amazon OpenSearch - Use Cases, Security/Observability, Serverless and Enhance...
Amazon OpenSearch - Use Cases, Security/Observability, Serverless and Enhance...
 
Enabling Agility with Data Governance - 발표자: 김성연, Analytics Specialist, WWSO,...
Enabling Agility with Data Governance - 발표자: 김성연, Analytics Specialist, WWSO,...Enabling Agility with Data Governance - 발표자: 김성연, Analytics Specialist, WWSO,...
Enabling Agility with Data Governance - 발표자: 김성연, Analytics Specialist, WWSO,...
 
Amazon Redshift Deep Dive - Serverless, Streaming, ML, Auto Copy (New feature...
Amazon Redshift Deep Dive - Serverless, Streaming, ML, Auto Copy (New feature...Amazon Redshift Deep Dive - Serverless, Streaming, ML, Auto Copy (New feature...
Amazon Redshift Deep Dive - Serverless, Streaming, ML, Auto Copy (New feature...
 
From Insights to Action, How to build and maintain a Data Driven Organization...
From Insights to Action, How to build and maintain a Data Driven Organization...From Insights to Action, How to build and maintain a Data Driven Organization...
From Insights to Action, How to build and maintain a Data Driven Organization...
 
[Keynote] Accelerating Business Outcomes with AWS Data - 발표자: Saeed Gharadagh...
[Keynote] Accelerating Business Outcomes with AWS Data - 발표자: Saeed Gharadagh...[Keynote] Accelerating Business Outcomes with AWS Data - 발표자: Saeed Gharadagh...
[Keynote] Accelerating Business Outcomes with AWS Data - 발표자: Saeed Gharadagh...
 
Amazon DynamoDB - Use Cases and Cost Optimization - 발표자: 이혁, DynamoDB Special...
Amazon DynamoDB - Use Cases and Cost Optimization - 발표자: 이혁, DynamoDB Special...Amazon DynamoDB - Use Cases and Cost Optimization - 발표자: 이혁, DynamoDB Special...
Amazon DynamoDB - Use Cases and Cost Optimization - 발표자: 이혁, DynamoDB Special...
 
LG전자 - Amazon Aurora 및 RDS 블루/그린 배포를 이용한 데이터베이스 업그레이드 안정성 확보 - 발표자: 이은경 책임, L...
LG전자 - Amazon Aurora 및 RDS 블루/그린 배포를 이용한 데이터베이스 업그레이드 안정성 확보 - 발표자: 이은경 책임, L...LG전자 - Amazon Aurora 및 RDS 블루/그린 배포를 이용한 데이터베이스 업그레이드 안정성 확보 - 발표자: 이은경 책임, L...
LG전자 - Amazon Aurora 및 RDS 블루/그린 배포를 이용한 데이터베이스 업그레이드 안정성 확보 - 발표자: 이은경 책임, L...
 
KB국민카드 - 클라우드 기반 분석 플랫폼 혁신 여정 - 발표자: 박창용 과장, 데이터전략본부, AI혁신부, KB카드│강병억, Soluti...
KB국민카드 - 클라우드 기반 분석 플랫폼 혁신 여정 - 발표자: 박창용 과장, 데이터전략본부, AI혁신부, KB카드│강병억, Soluti...KB국민카드 - 클라우드 기반 분석 플랫폼 혁신 여정 - 발표자: 박창용 과장, 데이터전략본부, AI혁신부, KB카드│강병억, Soluti...
KB국민카드 - 클라우드 기반 분석 플랫폼 혁신 여정 - 발표자: 박창용 과장, 데이터전략본부, AI혁신부, KB카드│강병억, Soluti...
 
SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...
SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...
SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...
 
코리안리 - 데이터 분석 플랫폼 구축 여정, 그 시작과 과제 - 발표자: 김석기 그룹장, 데이터비즈니스센터, 메가존클라우드 ::: AWS ...
코리안리 - 데이터 분석 플랫폼 구축 여정, 그 시작과 과제 - 발표자: 김석기 그룹장, 데이터비즈니스센터, 메가존클라우드 ::: AWS ...코리안리 - 데이터 분석 플랫폼 구축 여정, 그 시작과 과제 - 발표자: 김석기 그룹장, 데이터비즈니스센터, 메가존클라우드 ::: AWS ...
코리안리 - 데이터 분석 플랫폼 구축 여정, 그 시작과 과제 - 발표자: 김석기 그룹장, 데이터비즈니스센터, 메가존클라우드 ::: AWS ...
 
LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...
LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...
LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...
 

Recently uploaded

My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
APIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April  Automation LPDGAPIForce Zurich 5 April  Automation LPDG
APIForce Zurich 5 April Automation LPDGMarianaLemus7
 
costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentationphoebematthew05
 
Science&tech:THE INFORMATION AGE STS.pdf
Science&tech:THE INFORMATION AGE STS.pdfScience&tech:THE INFORMATION AGE STS.pdf
Science&tech:THE INFORMATION AGE STS.pdfjimielynbastida
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptxLBM Solutions
 
Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Neo4j
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 

Recently uploaded (20)

My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
APIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April  Automation LPDGAPIForce Zurich 5 April  Automation LPDG
APIForce Zurich 5 April Automation LPDG
 
costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentation
 
Science&tech:THE INFORMATION AGE STS.pdf
Science&tech:THE INFORMATION AGE STS.pdfScience&tech:THE INFORMATION AGE STS.pdf
Science&tech:THE INFORMATION AGE STS.pdf
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptx
 
Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024
 
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptxVulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 

The Next Wave of Retailing, An AWS Perspective - Tom Litchford 월드와이드 리테일 사업 개발 디렉터, AWS :: AWS Summit Seoul 2019

  • 1. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. The Next Wave of Retailing An AWS Perspective Tom Litchford Head, WW Business Development Retail and Wholesale Distribution Amazon Web Services tlitch@amazon.com
  • 2. © 2018 Amazon Web Services, Inc or its Affiliates. All rights reserved. AGENDA • AWS Retail Industry Perspective • AWS Core Building Blocks for Digital Transformation • Partnering with Amazon
  • 3. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Connected Consumers are Everywhere (connected shopping through home, car, office, store, mobile, pad, pc) service service
  • 4. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Retail Digital Transformation Retail is in the midst of one of the most profound transformations in its history driven by technology and the convergence of People, Processes, Things, and Data.
  • 5. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. What Retailers are doing on AWS Big Data for Retail Unified Commerce Digital Customer Engagement
  • 6. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. REINVENTION PROJECT FOUNDATION MIGRATION REINVENTION Cloud Native Innovation Tech Debt Retirement DEV / TEST * E-COMMERCE / DIGITAL SYSTEMS PREDICTIVE INVENTORY & ANALYTICS DIGITAL ASSISTANT OPERATIONS AUTOMATION (IOT) MICROSERVICES & SERVERLESS CAPABILITIES CRM & SINGLE VIEW OF THE CUSTOMER DATA CENTER EXIT Value Time Cloud Center of Excellence Well Architected Strategy Typical Customer Roadmap • RETAIL SYSTEMS MIGRATIONS * RETAIL DATA LAKE
  • 7. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Thousands of retail customers worldwide
  • 8. © 2018 Amazon Web Services, Inc or its Affiliates. All rights reserved. Retail Industry Trends AWS Digital Transformation Building Blocks
  • 9. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Functional Areas for Digital Transformation Driven by Consumer Expectations Customer Engagement Operational Efficiencies Intelligent Inventory Management Connected Vehicle Connected Home Environmental Monitoring & Control Facilities Management Safety & Loss Prevention Supply ChainKey Building Blocks • Frictionless experiences • Voice everywhere (conversational commerce) • Video Analytics will bring us closer to the consumer • Physical & Digital will blur • “Things” – sensors and actuators – instrumentation will be pervasive • Serverless Microservices will create business agility • Machine Learning will deliver counterintuitive insights • Retail Data Lakes are the foundation
  • 10. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Just Walk Out Shopping (Amazon Go store) 1-Click Checkout (Amazon.com) Frictionless Experiences
  • 11. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ID by login cookie (Amazon.com) ID by license plate (Pickup at Amazon Fresh store) Frictionless Experiences
  • 12. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. / ML based security / ML loss prevention & safety / ML planogram compliance / ML based employee task management / ML facilities monitoring & management © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS Computer Vision
  • 13. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Intelligent Store: Amazon Rekognition Intelligent image and video analysis. Text in imagesPathingFacial analysis Object, scene, and activity detection Facial recognition Unsafe content detection
  • 14. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Intelligent Store: Amazon Kinesis Video Streams Capture, process, and store video streams for analyticsand machine learning.
  • 15. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. NextGen Retail Store: Sensor Fusion Predictive traffic counter Video analytics Aware digital signage Just Walk Out No Back Office AI Merchandising Wise Concierge Beacons RFID Inventory Mgmt Smart Planogram Aware Instore Signage Intelligent Loss Prevention Aware Music Connected Store Controls Retail IOT Managed Service - Minimal installation - Automatic scaling - OTA updates - Pay as you go Greengrass
  • 16. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS IOT Services Connect devices, trigger events, analyzeperformance.
  • 17. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS Boundless Store Reference Architecture
  • 18. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Alexa Voice Interaction Lex Make-your-own-chatbot service I’d like to buy a bouquet of roses Sure. How many roses? A dozen is good Great. Red or white roses? Red AWS Voice (Conversational Commerce)
  • 19. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Voice in the workplace “Alexa, start my meeting” “Alexa, lower shades and start projector” Amazon Connect Simple to use, cloud-based contact center
  • 20. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Intelligent Assistant: Alexa and Amazon Lex Conversationalinterfaces for your applications powered by the same deep learning technologies as Alexa Enterprise Productivity Bots • Call Center Bots • Informational Bots • Application Bots • Internet of Things (IoT)
  • 21. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. © 2018 Amazon Web Services, Inc or its Affiliates. All rights reserved. AR/VR/MR driven experiences
  • 22. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon Sumerian • Employee Training / Health WB • Virtual Concierge • Training Simulations • 3d Planogram / Franchise Compliance • Design and Creative • Retail and Sales • Field Service Productivity
  • 23. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Customers Who Bought… (Amazon.com) If You Like / You’ll Love (Amazon Books store) Machine Learning
  • 24. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Intelligent Recommendations: Amazon Personalize Real-time personalizationand recommendation, based on the same technologyused at Amazon.com.
  • 25. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. • Social proof • Merchandising based on data science, not intuition • Real-time reviews • Discovery experience Inspired by Customers
  • 26. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. • Highly Rated 4.8 Stars and Above • Page Turners: Books Kindle Readers Finish in 3 Days or Less • Book Club Picks from Goodreads • Most Wished for Books • If You Like… • Read Local Section • Kids Section • Amazon Mobile Checkout • Amazon Device Test Drive
  • 27. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Intelligent Operations: Amazon Forecast Accurate time-series forecasting service, based on the same technologyused at Amazon.com
  • 28. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Operational Effectiveness and Efficiency AWS Leadership in Machine Learning & Robotics
  • 29. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS Robotics
  • 30. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Serverless Microservices Easier to scale, faster to develop, accelerated time-to-market Autonomous Specialized Agility Technological Freedom Flexible Scaling Easy Deployment Reusable Code Resilience
  • 31. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Foundations for Big Data in Retail Ingest ConsumeStore Analyze 1 4 0 9 5 3 Right analytic tools for every job Support any kind of analysis – basic SQL queries of your data warehouse today…to machine learning for predictive customer insights tomorrow 3 2 One home for all data – no silos! Analysts need a single place to access all available customer and operational data to build insights and next-gen offerings 2 4 Connect to internal and external apps Connect to internal and external systems, 3rd parties, with both real time and batch capabilities. 4 1 Flexibility to ingest any type of data Building a full data picture requires ingestion of everything: clickstream data, point-of-sale, social/mobile, streaming data from in-store IoT sensors, … 1 Customer & operational DATA Customer & operational INSIGHTS
  • 32. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Enable Differentiated Retail Experiences
  • 33. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS Customer Data Platform – Retailer Reference Example
  • 34. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Enabling Smart Innovation for Retail Transformation
  • 35. 감사합니다! © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.