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© 2022, Amazon Web Services, Inc. or its affiliates.
© 2022, Amazon Web Services, Inc. or its affiliates.
Supply Chain Data Hub
Kartik Mehta
Sr. Partner Solutions Architect, Supply Chain & Logistics
AWS FOR SUPPLY CHAIN
© 2022, Amazon Web Services, Inc. or its affiliates.
AWS Account hosting
Supply Chain Data Lake (Consumption)
AWS Athena
AWS Lake
Formation
AWS Quick
Sight
AWS IAM
AWS Glue
Crawler
Data Catalog
AWS S3
AWS DataSync
Shipments
Status
Data
Demand Plan
Production Plan
Distribution Plan
AWS S3
AWS Account hosting
Planning Platform
Real- time
Shipment
Status
AWS S3
AWS Account hosting
Visibility Platform
Planning
Data
Distribution
Planner
Production
Planner
CSR
Transfer Order
(Plan to RDC, RDC
to Retailers)
AWS S3
AWS Account hosting
ERP/CRP/MES
Execution
Data
On-Prem
Data
Common data hub
SC Planning SC Execution
SC Visibility
AWS FOR SUPPLY CHAIN
© 2022, Amazon Web Services, Inc. or its affiliates.
AWS Account hosting
Supply Chain Data Lake (data consumption)
AWS Athena
AWS Lake
Formation
AWS Quick
Sight
AWS IAM
AWS Glue
Crawler
Data Catalog
AWS S3
AWS DataSync
Demand Plan
Production Plan
Distribution Plan
AWS S3
AWS Account hosting
Planning Platform
Suppl Chain
Planning
Data
Distribution
Planner
Production
Planner
CSR
(Order Status)
Category Plans
Category Dashboards
AWS S3
AWS Account for
Craft category
Category
Performance
Data
On-Prem
Data
SC Planning Craft Category
AWS S3
AWS Account for Transportation
Service Provider
TSP
Supply Chain Planning
Supply Chain Execution
Supply Chain Collaboration
Logistics
Collaboration
Data
Use Case 1
Use Case 2
Use Case 3
Common data hub
© 2022, Amazon Web Services, Inc. or its affiliates.
Federation of data across suppl chain silos
© 2022, Amazon Web Services, Inc. or its affiliates.
O9 - Plng
SAP -
Execution
O9
SAP
RT
Shipment
FourKites
https://aws.amazon.com/blogs/big-data/how-jpmorgan-chase-built-a-data-mesh-architecture-to-drive-significant-value-to-enhance-their-
enterprise-data-platform/
AWS Glue
Make data visible
AWS Lake Formation
Securely share data
Amazon Athena
Interactively query data
© 2022, Amazon Web Services, Inc. or its affiliates.
Shipment Registration API
Amazon API
Gateway
FTL Registration API
Endpoint
Ocean Registration
API Endpoint
Air Registration API
Endpoint
Parcel Registration
API Endpoint
LTL Registration API
Endpoint
AWS Step
Functions
Registration
Service
AWS S3
(Registration
data file)
AWS S3
(Raw IDoc)
Amazon Managed
Service Kafka
AWS DMS
AWS Lambda
Supply Chain Visibility
Solution Provider
(AWS ISV)
Amazon API
Gateway
AWS Lambda
IDoc
© 2022, Amazon Web Services, Inc. or its affiliates.
Shipment Milestones API and Sink in to s3
Amazon API
Gateway
FTL Milestone API
Endpoint
Ocean Milestone API
Endpoint
Air Milestone API
Endpoint
Parcel Milestone API
Endpoint
LTL Milestone API
Endpoint
• ELD
• API
• Mobile App
• EDI
Carriers
Amazon Managed
Service Kafka
S3 Data Lake
AWS IoT Core
AWS Step
Functions
Milestone
Service
AWS S3
(Milestones
data file)
AWS Lambda Amazon Managed
Service Kafka
AWS IoT Core
Supply Chain Visibility
Solution Provider
(AWS ISV)
AWS Quick Sight
Amazon SNS
Page 8
End-to-End Transparency | CA-31| Aug 2020
AWS Account hosting
BMW Cloud Data Hub
AWS Athena
AWS Lake
Formation
AWS Quick
Sight
AWS IAM
AWS Glue
Crawler
Data Catalog
CDH
AWS DataSync
BMW
logistics
analyst
BMW CSR
BMW Planner
SHIPMENT ETA
PREDICTION
CDH
(Input data for
Inference)
Amazon SageMaker
Training job
Trained Model
Amazon ECR
Amazon SageMaker
Batch Transform Job
Training Flow
Inference Flow
AWS Step Functions workflow for Amazon SageMaker to predict
Shipment ETA
DCH
(Output data –
Inference)
CDH
(Input data for
Training)
Amazon SageMaker
Training job
Trained Model
Amazon ECR
Amazon SageMaker
Batch Transform Job
Training Flow
Inference Flow
AWS Step Functions workflow for Amazon SageMaker to predict
Shipment ETA
DCH
(Output data –
Inference)
© 2022, Amazon Web Services, Inc. or its affiliates. 9
Sell
Make Store
Move
(Boyle)
LAX-PLANT ORD-RDC
Move
(FedEx)
Use Case Scenario
Planning => Execution (SAP) => Real-Time Shipment Status
Truck
LTL/FTL
FedEx
Parcel
© 2022, Amazon Web Services, Inc. or its affiliates. 10
Appendix
© 2020, Amazon Web Services, Inc. or its Affiliates.
01.
Demand signals
Products
Customer’s
consumers
Customer
Demand
Signals
02.
Retail/Distribution Center
03.
Supplying Plant
04.
Carrier
Road, rail, & air
05.
Advance shipment
Notification
Real time tracking of shipments/carrier for improved
visibility
Use cases/Outcomes
• Shipment Tracking
• ETA computation
• Predictive Visibility
• Reduced stockouts
• Improved on time in full
• Analytics/Insights
Supply chain execution flow - Stock Transfers in a Distribution network
Cuts PO to supplying plant
06.
Physical delivery of
goods
Creates outbound Delivery
© 2020, Amazon Web Services, Inc. or its Affiliates.
Functional Flow of Supply chain execution process in SAP, with carrier integration for Real time
visibility

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Supply Chain Data Lake - Kartik Medha AWS Chicago.pptx

  • 1. © 2022, Amazon Web Services, Inc. or its affiliates. © 2022, Amazon Web Services, Inc. or its affiliates. Supply Chain Data Hub Kartik Mehta Sr. Partner Solutions Architect, Supply Chain & Logistics
  • 2. AWS FOR SUPPLY CHAIN © 2022, Amazon Web Services, Inc. or its affiliates. AWS Account hosting Supply Chain Data Lake (Consumption) AWS Athena AWS Lake Formation AWS Quick Sight AWS IAM AWS Glue Crawler Data Catalog AWS S3 AWS DataSync Shipments Status Data Demand Plan Production Plan Distribution Plan AWS S3 AWS Account hosting Planning Platform Real- time Shipment Status AWS S3 AWS Account hosting Visibility Platform Planning Data Distribution Planner Production Planner CSR Transfer Order (Plan to RDC, RDC to Retailers) AWS S3 AWS Account hosting ERP/CRP/MES Execution Data On-Prem Data Common data hub SC Planning SC Execution SC Visibility
  • 3. AWS FOR SUPPLY CHAIN © 2022, Amazon Web Services, Inc. or its affiliates. AWS Account hosting Supply Chain Data Lake (data consumption) AWS Athena AWS Lake Formation AWS Quick Sight AWS IAM AWS Glue Crawler Data Catalog AWS S3 AWS DataSync Demand Plan Production Plan Distribution Plan AWS S3 AWS Account hosting Planning Platform Suppl Chain Planning Data Distribution Planner Production Planner CSR (Order Status) Category Plans Category Dashboards AWS S3 AWS Account for Craft category Category Performance Data On-Prem Data SC Planning Craft Category AWS S3 AWS Account for Transportation Service Provider TSP Supply Chain Planning Supply Chain Execution Supply Chain Collaboration Logistics Collaboration Data Use Case 1 Use Case 2 Use Case 3 Common data hub
  • 4. © 2022, Amazon Web Services, Inc. or its affiliates. Federation of data across suppl chain silos
  • 5. © 2022, Amazon Web Services, Inc. or its affiliates. O9 - Plng SAP - Execution O9 SAP RT Shipment FourKites https://aws.amazon.com/blogs/big-data/how-jpmorgan-chase-built-a-data-mesh-architecture-to-drive-significant-value-to-enhance-their- enterprise-data-platform/ AWS Glue Make data visible AWS Lake Formation Securely share data Amazon Athena Interactively query data
  • 6. © 2022, Amazon Web Services, Inc. or its affiliates. Shipment Registration API Amazon API Gateway FTL Registration API Endpoint Ocean Registration API Endpoint Air Registration API Endpoint Parcel Registration API Endpoint LTL Registration API Endpoint AWS Step Functions Registration Service AWS S3 (Registration data file) AWS S3 (Raw IDoc) Amazon Managed Service Kafka AWS DMS AWS Lambda Supply Chain Visibility Solution Provider (AWS ISV) Amazon API Gateway AWS Lambda IDoc
  • 7. © 2022, Amazon Web Services, Inc. or its affiliates. Shipment Milestones API and Sink in to s3 Amazon API Gateway FTL Milestone API Endpoint Ocean Milestone API Endpoint Air Milestone API Endpoint Parcel Milestone API Endpoint LTL Milestone API Endpoint • ELD • API • Mobile App • EDI Carriers Amazon Managed Service Kafka S3 Data Lake AWS IoT Core AWS Step Functions Milestone Service AWS S3 (Milestones data file) AWS Lambda Amazon Managed Service Kafka AWS IoT Core Supply Chain Visibility Solution Provider (AWS ISV) AWS Quick Sight Amazon SNS
  • 8. Page 8 End-to-End Transparency | CA-31| Aug 2020 AWS Account hosting BMW Cloud Data Hub AWS Athena AWS Lake Formation AWS Quick Sight AWS IAM AWS Glue Crawler Data Catalog CDH AWS DataSync BMW logistics analyst BMW CSR BMW Planner SHIPMENT ETA PREDICTION CDH (Input data for Inference) Amazon SageMaker Training job Trained Model Amazon ECR Amazon SageMaker Batch Transform Job Training Flow Inference Flow AWS Step Functions workflow for Amazon SageMaker to predict Shipment ETA DCH (Output data – Inference) CDH (Input data for Training) Amazon SageMaker Training job Trained Model Amazon ECR Amazon SageMaker Batch Transform Job Training Flow Inference Flow AWS Step Functions workflow for Amazon SageMaker to predict Shipment ETA DCH (Output data – Inference)
  • 9. © 2022, Amazon Web Services, Inc. or its affiliates. 9 Sell Make Store Move (Boyle) LAX-PLANT ORD-RDC Move (FedEx) Use Case Scenario Planning => Execution (SAP) => Real-Time Shipment Status Truck LTL/FTL FedEx Parcel
  • 10. © 2022, Amazon Web Services, Inc. or its affiliates. 10 Appendix
  • 11. © 2020, Amazon Web Services, Inc. or its Affiliates. 01. Demand signals Products Customer’s consumers Customer Demand Signals 02. Retail/Distribution Center 03. Supplying Plant 04. Carrier Road, rail, & air 05. Advance shipment Notification Real time tracking of shipments/carrier for improved visibility Use cases/Outcomes • Shipment Tracking • ETA computation • Predictive Visibility • Reduced stockouts • Improved on time in full • Analytics/Insights Supply chain execution flow - Stock Transfers in a Distribution network Cuts PO to supplying plant 06. Physical delivery of goods Creates outbound Delivery
  • 12. © 2020, Amazon Web Services, Inc. or its Affiliates. Functional Flow of Supply chain execution process in SAP, with carrier integration for Real time visibility