SlideShare a Scribd company logo
1 of 29
Download to read offline
TOYOTA MOTOR EUROPE
How "Toyota Way" principles guide Toyota's REST APIs
Case study: Product Datahub
Philip Rademakers
Senior Manager, Enterprise Architecture
Information Technology
Toyota Motor Europe
TOYOTA MOTOR EUROPE
• European headquarter in Brussels (Toyota Motor Europe - TME)
• Began selling cars in 1963
• Over €8 billion invested since 1990
• €20 billion turnover in 2014
• More than €4.3 billion spent with European-based suppliers per year
• 888,015 vehicles sold in CY 2014
• Close to 1.000.000 hybrid vehicles sold in Europe to date
• 4.8 % market share in CY 2014
• Employees 20,000 (direct; including TPCA, 50/50 joint venture Toyota/PSA Peugeot
Citroën)
Toyota in Europe
2
TOYOTA MOTOR EUROPE
Toyota’s European Facilities
• Head office in Brussels (Belgium)
• R&D technical centre in Zaventem (Belgium)
• Toyota motorsport in Cologne (Germany)
• Toyota ED2 – European Design/Development in Nice (France)
• European manufacturing
• 6 vehicle plants (Avensis & Auris, Yaris, Camry, Aygo, Corolla & Verso, Dyna)
• 3 engine / transmission plants
• 30 National marketing and Sales companies (NMSC) (56 countries)
• 2749 Toyota dealers, 274 Lexus dealers
• 14 Parts logistics centres, 9 Vehicle logistics centres
3
TOYOTA MOTOR EUROPE
TME Information Technology (IT) division (pan-European)
• 260+ employees
• Responsible for:
• (Application) Development
• Infrastructure
• Networking, (mobile) communication
• User support
• Functional areas within IT:
• Business facing: R&D/Purchasing Systems, Manufacturing Systems, Sales Systems, Corporate Systems
• IT support functions: Systems engineering, Pan-European IT management
• 5 different countries (7 different locations):
• Belgium, Germany, Poland, United Kingdom, Turkey
4
TOYOTA MOTOR EUROPE
Enterprise Architecture department within Toyota’s IT
5
Support project’s application architecture
Application integration
Development & tools support
Define IT standards and technology roadmaps
Establish reference architectures
Master data management
R&D
Applications
Manufacturing
Applications
Sales
Applications
Corporate
Applications
Infra &
Data centre
TOYOTA MOTOR EUROPE
Architectural principles
6
Toyota Way principles (applied in IT)
Just in time
Solutions support
small PDCA
cycles
Architecture
starts small and
supports only
what is needed
Jidoka
Each process
passes on quality
results
Software has
check & stop
capability
Architecture principles
Eliminate Waste
Avoid duplication
of data, platforms
standards
Solutions are
resilient without
redundancy
Built-in quality
IT solutions have
built-in quality
with clear
ownership (JKK)
Components
have low degree
of dependency
Standardization
Use standards
where possible
Solutions employ
open and
extensible
standards
Kaizen
IT solutions are
flexible to kaizen
Components can
grow / evolve
independently
• Allow us to assess that we’re “doing the right thing” (before “doing things right”)
• Embody company’s culture in IT architecture processes
TOYOTA MOTOR EUROPE
The problem of “Application Integration”
7
TOYOTA MOTOR EUROPE
Application integration: Shared database (1990’s style)
8
Product Order
Car
ConfigCustomer
TOYOTA MOTOR EUROPE
Application integration: Shared database
9
• Advantages
• Simple, consistent view on data across applications
• Disadvantages
• Very tight “coupling” between applications
• Creates dependencies on physical data models (which tend to change over time)
• Violates an important Toyota way principle
• Any improvement to an application’s data structure immediately impacts other apps
(continuous improvement in one application can be destructive for others)
Kaizen
Continuous improvement
TOYOTA MOTOR EUROPE
Application integration: Enterprise Service Bus (2000’s style)
Product Order
Car
Config
Customer
Enterprise Service Bus
10
TOYOTA MOTOR EUROPE
Application integration: Enterprise Service Bus
• Advantages
• Decouple service from physical data/process implementation
• Support various adaptors, protocols, messaging styles
• Disadvantages
• Usually requires (expensive) “middleware” to deploy services supported by middleware team
• Violates an important Toyota quality concept
• Often service bus gets cluttered with (hidden) business logic (lack of ownership)
• Middleware team is not involved in application use cases (lack of ownership)
• Middleware team can’t grasp impact in case of failure (decreases quality)
11
Built-in quality with Ownership
(JKK: Jikotei Kanketsu)
Team responsible for an IT service:
- “knows” the service (ownership)
- can see (visually) problems with the service
- can analyse and fix problems with the service
TOYOTA MOTOR EUROPE
Application integration via REST
Product Order
Car
Config
Customer
REST API REST API
REST API REST API
HTTP
- GET
- PUT
- POST
- DELETE
URLURL
URL URL
12
TOYOTA MOTOR EUROPE
What is REST?
• Representation State Transfer (REST) is an architectural style
centered on resources (vehicle, customer, order) and
representations of those resources
• Typically implemented over HTTP (but does not have to)
and relies on a stateless, client-server interaction
• REST is a lightweight alternative to mechanisms like RPC (Remote Procedure Calls) and
Web Services (e.g. SOAP)
• REST is language independent, platform independent
• REST allows for cacheable responses (to improve performance)
• The client of a REST API sees a representation of a resource, not the actual resource
itself, state is only transferred between client/server via resource representation
• Resources are accessible through a URL; CRUD operations (create, read, update, delete)
are performed using HTTP verbs (POST, GET, PUT, DELETE)
13
TOYOTA MOTOR EUROPE
Simple REST example
14
Resource URL: https://customer.toyota-europe.com/customer/1234
GET /customer/1234
Accept: application/json
GET /customer/1234
Accept: application/xml
/customer/1234
/customer/5432
Resources
Server
{ “Name” : “Mike Orzen”,
“ID”: 1234 }
<customer>
<name>Mike Orzen</name>
<ID>1234</ID>
<model>Avensis</model>
</customer>
Client
Client
Representation
/customer/5432
TOYOTA MOTOR EUROPE
Why use REST for application integration?
• Simple and general
• Scalable (loose client/server coupling due to “stateless”-ness)
• Independent (few dependencies on other technologies)
• Latency (caching)
• Security (on top of HTTPS, coupled with – separate – authentication)
• Encapsulation (only show things that one needs to show)
• No heavyweight tool chain required (standard web server)
• Relatively easy to test (simple HTTP requests)
• No “intermediary” message handling components (plain HTTP)
• Does not require extra middleware (no ESB)
15
TOYOTA MOTOR EUROPE
Case study: Toyota’s product data
16
Vehicle
Access
ory
Vehicle
pricing
Part
pricing
France
Italy
United Kingdom
1
Many point-to-point integrations
(muda: over-production)
2
Different integration interfaces
(muda: unnecessary motion)
3
Not fully consistent
data model (quality)
SOAP
XFB
4
Some data is duplicated across
systems (muda: inventory;
inconsistencies)
5
“Master” data scattered
with “operational” data
Poor value proposition resulting
from silo-based (legacy)
systems
TOYOTA MOTOR EUROPE
So how did we resolve those problems? Overall steps:
17
4S
business
data
Single
consistent
data model
and
semantics
Introduce
“Product”
master
data
domain
with clear
business / IT
ownership
Decouple
application
integration
from
(legacy)
source
systems
with REST
+ + +
Eliminate waste,
improve quality
Standardize Customer first,
Just in time
Kaizen
legacy
condition
4S: Sort, Straighten, Sweep, Standardize
*
TOYOTA MOTOR EUROPE
Product data architecture
18
Vehicle
Access
ory
Vehicle
pricing
Part
pricing
France
Italy
United Kingdom
1
Central product
data hub
Product
data hub
3
Single quality data
model, central logic
to guarantee
data consistency
5
Clients access
data only through
API
4
Resource
based
REST API
R
E
S
T
2 4S source data
6 Atom change
feed
TOYOTA MOTOR EUROPE
Details on the data model (simplified)
19
Vehicle
family
Variation Suffix Accessory
Color
{ Avensis,
Auris,
Yaris,
... }
{ Sedan - 3 door – petrol,
Wagon – 5 door – diesel,
...}
{ Sunroof,
SatNav,
Roof rack,
... }
{ White metallic,
Black,
Green,
... }
TOYOTA MOTOR EUROPE
Detail on the REST API
GET /family
{ “family” : [ { “name” : “Avensis”,
“code” : “123”,
“links” : [ { “rel” : “self”,
“href” : “/family/avensis” } ] },
{ “name” : “Auris”,
“code” : “234”,
“links” : [ { “rel” : “self”,
“href” : “/family/auris” } ],
“link” : { “rel” : “self”, “href” : “/family” },
}
GET /variation
{ “auris” : [ { “name” : “variation1”,
“body” : “3door”,
“engine” : “petrol”,
“links” : [ { “rel” : “self”,
“href” : “/family/auris/var1” },
{ “rel” : “parent”,
“href” : “/family/auris” }
20
1
2
5
3
1. JSON as default representation (XML also possible)
2. Resources follow entities from the data model as collections and individuals
3. Collections contain “most important” detail of children
4. “Links” are provided to obtain detail on child resources
5. Individual entities provide back links to their parent collection (navigation)
4
TOYOTA MOTOR EUROPE
Principle 1: Jidoka (software has check & stop capability)
21
Error
Code
Condition Error Message
401 When authentication fails Error message produced by the TAAS Service
403 When authorization fails Error message produced by the TAAS Service
503 Service Unavailable due to
database down or other reasons.
Service Unavailable
500 Any internal service logic error Internal Error
400 URL Parameters not correct or
invalid URL requested
No specific Error Message
404 When the resource could not be
found
No specific error message will need to be passed.
410 When the resource is already
deleted in Datahub
No Specific Error Message
• All API calls
• utilize standard HTTP response codes
(e.g. 200=OK, 201=resource created)
• must implement a standardized set of error codes
• may implement API specific error codes
• Any internal error in an API call gets automatically logged
TOYOTA MOTOR EUROPE
Principle 2: Just in time (architecture starts small, supports only what is needed)
• API focuses on what current set of clients need
• Additional “requirements” can be developed (later) through
• additional API calls (evolution)
• additional representations (e.g. XML over JSON)
• descriptive links (indicating what can be done “next”)
• API calls provide “most common” info with links to obtain more “detail” (if client wishes)
22
GET /variation
{ “auris” : [ { “name” : “touringsport”,
“body” : “3door”,
“engine” : “petrol”,
“links” : [ { “rel” : “self”,
“href” : “/family/auris/variation1” },
{ “rel” : “parent”,
“href” : “/family/auris” }
TOYOTA MOTOR EUROPE
Principle 3: Eliminate waste (solutions are resilient without redundancy)
• API itself only requires an HTTP server as infra + a network
• No other intermediary middleware between client/server
• Compute “load” can be controlled through server scaling
• Data “availability” can be controlled in back-end
(e.g. “always-on” configuration; redundancy)
• These “choices” are independent of the API
23
R
E
S
T
R
E
S
T
R
E
S
T
R
E
S
T
R
E
S
T
Product
data hub
Product
data hub
TOYOTA MOTOR EUROPE
Principle 4: Built-in quality (components have low degree of dependency)
• Functional monitoring
24
• Utilization logging
(Problem visualization)
(Jidoka)
(Problem solving) (Ownership)
TOYOTA MOTOR EUROPE
Principle 5: Standardization (solutions employ open standards)
• REST is not a “formal” or open internet standard but
widely used (e.g. Google, Twitter, Amazon, ...)
• HTTP, JSON are standards and allow to leverage
caching, security and a simple data format
• Promote REST as primary standard for
inter-application communication and
data exchange
• Promote REST as primary standard for
interaction between client (GUI) and
server
25
REST
Product Customer Dealer Part
http http http
TOYOTA MOTOR EUROPE
Principle 6: Kaizen (components can grow / evolve independently)
26
• Easy to scale (stateless) horizontally (new APIs)
• API can also “grow” without affecting existing clients
for example through versioning or by enhancing multiple
representations
• Backend systems can evolve independently without affecting
existing clients (REST API serves as a “contract”)
• API is evolving into V2 (incremental
version)
• Design to run in the cloud
• Data aggregated to JSON
documents stored in Mongo DB
Aggregated
Data
TOYOTA MOTOR EUROPE
Is REST the holy grail for application integration?
For some use cases it is not a good match:
• “Streaming” based data (e.g. video, social data)
• Push style notifications (e.g. as in mobile,
server-initiated communications)
• Bulk offline data transfers (e.g. use an ETL tool)
• Asynchronous data (e.g. event interactions)
• Big data (e.g. better use event streams)
But REST:
• Fits well with our Toyota way architectural
principles for inter-application integration
27
TOYOTA MOTOR EUROPE
Future work
• Reengineer source applications to directly interface with master data
domain (eliminate duplication)
• Yokoten (best practise sharing) concept to manufacturing applications/area
• Implement “data as-a-service” in other domains (customer, dealer, parts)
• API “management”(documentation, discovery, usage, lifecycle, reporting,
governance)
• Partner and Open APIs (allow 3rd parties to interface with Toyota’s data)
28
TOYOTA MOTOR EUROPE
Q&A
Thank you !
29
Philip Rademakers, Senior Manager, Enterprise Architecture, IT division, Toyota Motor Europe

More Related Content

What's hot

New Software Development Proposal PowerPoint Presentation Slides
New Software Development Proposal PowerPoint Presentation SlidesNew Software Development Proposal PowerPoint Presentation Slides
New Software Development Proposal PowerPoint Presentation SlidesSlideTeam
 
Managed Services Presentation
Managed Services PresentationManaged Services Presentation
Managed Services PresentationScott Gombar
 
Resume of a Digital Transformation Leader
Resume of a Digital Transformation LeaderResume of a Digital Transformation Leader
Resume of a Digital Transformation LeaderParag Arjunwadkar
 
The New Cloud Contact Center
The New Cloud Contact CenterThe New Cloud Contact Center
The New Cloud Contact CenterSteve Chirokas
 
TM Forum Case study handbook_2013
TM Forum Case study handbook_2013TM Forum Case study handbook_2013
TM Forum Case study handbook_2013Locutus1of3
 
Rishabh Software - Corporate Presentation
Rishabh Software - Corporate PresentationRishabh Software - Corporate Presentation
Rishabh Software - Corporate PresentationRishabh Software
 
Web and Mobile Experts - Noto It Solutions
Web and Mobile Experts - Noto It SolutionsWeb and Mobile Experts - Noto It Solutions
Web and Mobile Experts - Noto It SolutionsAshish Sharma
 
Managed Services Presentation
Managed Services PresentationManaged Services Presentation
Managed Services PresentationIISGL
 
Core Transformation: How Pekin Insurance Modernized Its Systems on AWS - FSI2...
Core Transformation: How Pekin Insurance Modernized Its Systems on AWS - FSI2...Core Transformation: How Pekin Insurance Modernized Its Systems on AWS - FSI2...
Core Transformation: How Pekin Insurance Modernized Its Systems on AWS - FSI2...Amazon Web Services
 
Managed it services
Managed it servicesManaged it services
Managed it servicesGss America
 
A Starter Guide to IT Managed Services
A Starter Guide to IT Managed ServicesA Starter Guide to IT Managed Services
A Starter Guide to IT Managed ServicesDavid Castro
 
Customer Experience Reimagined
Customer Experience ReimaginedCustomer Experience Reimagined
Customer Experience Reimaginedaccenture
 
Workshop digital transformation strategy digital road-map training
Workshop digital transformation strategy digital road-map trainingWorkshop digital transformation strategy digital road-map training
Workshop digital transformation strategy digital road-map trainingMiodrag Kostic, CMC
 
ERP Training
ERP TrainingERP Training
ERP TrainingSoumya De
 
The Industrialist: Trends & Innovations - November 2022
The Industrialist: Trends & Innovations - November 2022The Industrialist: Trends & Innovations - November 2022
The Industrialist: Trends & Innovations - November 2022accenture
 
Evaluating the Business and Change Management Implications of a Cloud Transition
Evaluating the Business and Change Management Implications of a Cloud TransitionEvaluating the Business and Change Management Implications of a Cloud Transition
Evaluating the Business and Change Management Implications of a Cloud TransitionSAP Ariba
 
Customer Experience Management
Customer Experience ManagementCustomer Experience Management
Customer Experience ManagementAli Zeeshan
 
Developing excellent customer service
Developing excellent customer serviceDeveloping excellent customer service
Developing excellent customer serviceSheryll Ico
 
Reduce Operating Costs and Accelerate Efficiency by Migrating Your SAP Applic...
Reduce Operating Costs and Accelerate Efficiency by Migrating Your SAP Applic...Reduce Operating Costs and Accelerate Efficiency by Migrating Your SAP Applic...
Reduce Operating Costs and Accelerate Efficiency by Migrating Your SAP Applic...Amazon Web Services
 

What's hot (20)

New Software Development Proposal PowerPoint Presentation Slides
New Software Development Proposal PowerPoint Presentation SlidesNew Software Development Proposal PowerPoint Presentation Slides
New Software Development Proposal PowerPoint Presentation Slides
 
Managed Services Presentation
Managed Services PresentationManaged Services Presentation
Managed Services Presentation
 
Resume of a Digital Transformation Leader
Resume of a Digital Transformation LeaderResume of a Digital Transformation Leader
Resume of a Digital Transformation Leader
 
The New Cloud Contact Center
The New Cloud Contact CenterThe New Cloud Contact Center
The New Cloud Contact Center
 
TM Forum Case study handbook_2013
TM Forum Case study handbook_2013TM Forum Case study handbook_2013
TM Forum Case study handbook_2013
 
Rishabh Software - Corporate Presentation
Rishabh Software - Corporate PresentationRishabh Software - Corporate Presentation
Rishabh Software - Corporate Presentation
 
Web and Mobile Experts - Noto It Solutions
Web and Mobile Experts - Noto It SolutionsWeb and Mobile Experts - Noto It Solutions
Web and Mobile Experts - Noto It Solutions
 
Managed Services Presentation
Managed Services PresentationManaged Services Presentation
Managed Services Presentation
 
Lead Through Disruption Guide PDF
Lead Through Disruption Guide PDFLead Through Disruption Guide PDF
Lead Through Disruption Guide PDF
 
Core Transformation: How Pekin Insurance Modernized Its Systems on AWS - FSI2...
Core Transformation: How Pekin Insurance Modernized Its Systems on AWS - FSI2...Core Transformation: How Pekin Insurance Modernized Its Systems on AWS - FSI2...
Core Transformation: How Pekin Insurance Modernized Its Systems on AWS - FSI2...
 
Managed it services
Managed it servicesManaged it services
Managed it services
 
A Starter Guide to IT Managed Services
A Starter Guide to IT Managed ServicesA Starter Guide to IT Managed Services
A Starter Guide to IT Managed Services
 
Customer Experience Reimagined
Customer Experience ReimaginedCustomer Experience Reimagined
Customer Experience Reimagined
 
Workshop digital transformation strategy digital road-map training
Workshop digital transformation strategy digital road-map trainingWorkshop digital transformation strategy digital road-map training
Workshop digital transformation strategy digital road-map training
 
ERP Training
ERP TrainingERP Training
ERP Training
 
The Industrialist: Trends & Innovations - November 2022
The Industrialist: Trends & Innovations - November 2022The Industrialist: Trends & Innovations - November 2022
The Industrialist: Trends & Innovations - November 2022
 
Evaluating the Business and Change Management Implications of a Cloud Transition
Evaluating the Business and Change Management Implications of a Cloud TransitionEvaluating the Business and Change Management Implications of a Cloud Transition
Evaluating the Business and Change Management Implications of a Cloud Transition
 
Customer Experience Management
Customer Experience ManagementCustomer Experience Management
Customer Experience Management
 
Developing excellent customer service
Developing excellent customer serviceDeveloping excellent customer service
Developing excellent customer service
 
Reduce Operating Costs and Accelerate Efficiency by Migrating Your SAP Applic...
Reduce Operating Costs and Accelerate Efficiency by Migrating Your SAP Applic...Reduce Operating Costs and Accelerate Efficiency by Migrating Your SAP Applic...
Reduce Operating Costs and Accelerate Efficiency by Migrating Your SAP Applic...
 

Similar to How «Toyota Way» principles guided the architecture of Toyota’s product datahub and its REST API by Philip Rademakers

ICT Industry standards overview
ICT Industry standardsoverviewICT Industry standardsoverview
ICT Industry standards overviewanandbajaj
 
Renewing the BI infrastructure at Hellorider - Big Data Expo 2019
Renewing the BI infrastructure at Hellorider - Big Data Expo 2019Renewing the BI infrastructure at Hellorider - Big Data Expo 2019
Renewing the BI infrastructure at Hellorider - Big Data Expo 2019webwinkelvakdag
 
Oslc case study (poc results) v1.1
Oslc case study (poc results) v1.1Oslc case study (poc results) v1.1
Oslc case study (poc results) v1.1Joseph Lopez, M.ISM
 
Config Management and Data Service Deep Dive
Config Management and Data Service Deep DiveConfig Management and Data Service Deep Dive
Config Management and Data Service Deep DiveCristina Vidu
 
Enterprise Integration Patterns Revisited (again) for the Era of Big Data, In...
Enterprise Integration Patterns Revisited (again) for the Era of Big Data, In...Enterprise Integration Patterns Revisited (again) for the Era of Big Data, In...
Enterprise Integration Patterns Revisited (again) for the Era of Big Data, In...Kai Wähner
 
Data Integration for Big Data (OOW 2016, Co-Presented With Oracle)
Data Integration for Big Data (OOW 2016, Co-Presented With Oracle)Data Integration for Big Data (OOW 2016, Co-Presented With Oracle)
Data Integration for Big Data (OOW 2016, Co-Presented With Oracle)Rittman Analytics
 
IT4IT™ - Managing the Business of IT
IT4IT™ - Managing the Business of ITIT4IT™ - Managing the Business of IT
IT4IT™ - Managing the Business of ITReal IRM
 
IT4IT™ - Managing the Business of IT
IT4IT™ - Managing the Business of ITIT4IT™ - Managing the Business of IT
IT4IT™ - Managing the Business of ITThe Open Group SA
 
Toyota Production System (Bussiness Case Studies & Plan)
Toyota Production System (Bussiness Case Studies & Plan)Toyota Production System (Bussiness Case Studies & Plan)
Toyota Production System (Bussiness Case Studies & Plan)Nurhazman Abdul Aziz
 
[Oracle Webcast] Discover the Oracle Blockchain Platform through the eyes of ...
[Oracle Webcast] Discover the Oracle Blockchain Platform through the eyes of ...[Oracle Webcast] Discover the Oracle Blockchain Platform through the eyes of ...
[Oracle Webcast] Discover the Oracle Blockchain Platform through the eyes of ...Sanae BEKKAR
 
MOND Semantics Integration
MOND Semantics IntegrationMOND Semantics Integration
MOND Semantics IntegrationSales Emea
 
Extending and improving bps romania 30th of nov 2010
Extending and improving bps   romania 30th of nov 2010Extending and improving bps   romania 30th of nov 2010
Extending and improving bps romania 30th of nov 2010Doina Draganescu
 
Event-Driven Architecture (EDA)
Event-Driven Architecture (EDA)Event-Driven Architecture (EDA)
Event-Driven Architecture (EDA)WSO2
 
OOW15 - Oracle E-Business Suite Integration Best Practices
OOW15 - Oracle E-Business Suite Integration Best PracticesOOW15 - Oracle E-Business Suite Integration Best Practices
OOW15 - Oracle E-Business Suite Integration Best Practicesvasuballa
 
Apiary - A Developers Perspective
Apiary - A Developers PerspectiveApiary - A Developers Perspective
Apiary - A Developers PerspectivePhil Wilkins
 
Inspirage OTM in the Cloud
Inspirage OTM in the CloudInspirage OTM in the Cloud
Inspirage OTM in the CloudInspirage
 
Innovate2011 DevOps TSRM RTC
Innovate2011 DevOps TSRM RTCInnovate2011 DevOps TSRM RTC
Innovate2011 DevOps TSRM RTCSteve Speicher
 
CBT InfoTech Pvt Ltd
CBT InfoTech Pvt LtdCBT InfoTech Pvt Ltd
CBT InfoTech Pvt Ltdgautamh
 
Toyota Financial Services Digital Transformation - Think 2019
Toyota Financial Services Digital Transformation - Think 2019Toyota Financial Services Digital Transformation - Think 2019
Toyota Financial Services Digital Transformation - Think 2019Slobodan Sipcic
 

Similar to How «Toyota Way» principles guided the architecture of Toyota’s product datahub and its REST API by Philip Rademakers (20)

ICT Industry standards overview
ICT Industry standardsoverviewICT Industry standardsoverview
ICT Industry standards overview
 
Renewing the BI infrastructure at Hellorider - Big Data Expo 2019
Renewing the BI infrastructure at Hellorider - Big Data Expo 2019Renewing the BI infrastructure at Hellorider - Big Data Expo 2019
Renewing the BI infrastructure at Hellorider - Big Data Expo 2019
 
Oslc case study (poc results) v1.1
Oslc case study (poc results) v1.1Oslc case study (poc results) v1.1
Oslc case study (poc results) v1.1
 
Config Management and Data Service Deep Dive
Config Management and Data Service Deep DiveConfig Management and Data Service Deep Dive
Config Management and Data Service Deep Dive
 
Enterprise Integration Patterns Revisited (again) for the Era of Big Data, In...
Enterprise Integration Patterns Revisited (again) for the Era of Big Data, In...Enterprise Integration Patterns Revisited (again) for the Era of Big Data, In...
Enterprise Integration Patterns Revisited (again) for the Era of Big Data, In...
 
Data Integration for Big Data (OOW 2016, Co-Presented With Oracle)
Data Integration for Big Data (OOW 2016, Co-Presented With Oracle)Data Integration for Big Data (OOW 2016, Co-Presented With Oracle)
Data Integration for Big Data (OOW 2016, Co-Presented With Oracle)
 
IT4IT™ - Managing the Business of IT
IT4IT™ - Managing the Business of ITIT4IT™ - Managing the Business of IT
IT4IT™ - Managing the Business of IT
 
SOACS-Overview.pdf
SOACS-Overview.pdfSOACS-Overview.pdf
SOACS-Overview.pdf
 
IT4IT™ - Managing the Business of IT
IT4IT™ - Managing the Business of ITIT4IT™ - Managing the Business of IT
IT4IT™ - Managing the Business of IT
 
Toyota Production System (Bussiness Case Studies & Plan)
Toyota Production System (Bussiness Case Studies & Plan)Toyota Production System (Bussiness Case Studies & Plan)
Toyota Production System (Bussiness Case Studies & Plan)
 
[Oracle Webcast] Discover the Oracle Blockchain Platform through the eyes of ...
[Oracle Webcast] Discover the Oracle Blockchain Platform through the eyes of ...[Oracle Webcast] Discover the Oracle Blockchain Platform through the eyes of ...
[Oracle Webcast] Discover the Oracle Blockchain Platform through the eyes of ...
 
MOND Semantics Integration
MOND Semantics IntegrationMOND Semantics Integration
MOND Semantics Integration
 
Extending and improving bps romania 30th of nov 2010
Extending and improving bps   romania 30th of nov 2010Extending and improving bps   romania 30th of nov 2010
Extending and improving bps romania 30th of nov 2010
 
Event-Driven Architecture (EDA)
Event-Driven Architecture (EDA)Event-Driven Architecture (EDA)
Event-Driven Architecture (EDA)
 
OOW15 - Oracle E-Business Suite Integration Best Practices
OOW15 - Oracle E-Business Suite Integration Best PracticesOOW15 - Oracle E-Business Suite Integration Best Practices
OOW15 - Oracle E-Business Suite Integration Best Practices
 
Apiary - A Developers Perspective
Apiary - A Developers PerspectiveApiary - A Developers Perspective
Apiary - A Developers Perspective
 
Inspirage OTM in the Cloud
Inspirage OTM in the CloudInspirage OTM in the Cloud
Inspirage OTM in the Cloud
 
Innovate2011 DevOps TSRM RTC
Innovate2011 DevOps TSRM RTCInnovate2011 DevOps TSRM RTC
Innovate2011 DevOps TSRM RTC
 
CBT InfoTech Pvt Ltd
CBT InfoTech Pvt LtdCBT InfoTech Pvt Ltd
CBT InfoTech Pvt Ltd
 
Toyota Financial Services Digital Transformation - Think 2019
Toyota Financial Services Digital Transformation - Think 2019Toyota Financial Services Digital Transformation - Think 2019
Toyota Financial Services Digital Transformation - Think 2019
 

More from Institut Lean France

Le "Scenario Planning" pour réagir en situation de crise
Le "Scenario Planning" pour réagir en situation de criseLe "Scenario Planning" pour réagir en situation de crise
Le "Scenario Planning" pour réagir en situation de criseInstitut Lean France
 
Le "Scenario Planning" pour réagir en situation de crise
Le "Scenario Planning" pour réagir en situation de crise Le "Scenario Planning" pour réagir en situation de crise
Le "Scenario Planning" pour réagir en situation de crise Institut Lean France
 
Build Lasting Customer Obsession to Disrupt Yourself, Bianca Bowron-Cuthill
Build Lasting Customer Obsession to Disrupt Yourself, Bianca Bowron-CuthillBuild Lasting Customer Obsession to Disrupt Yourself, Bianca Bowron-Cuthill
Build Lasting Customer Obsession to Disrupt Yourself, Bianca Bowron-CuthillInstitut Lean France
 
Build Lasting Customer Obsession to Disrupt yourself, Bianca Bowron-Cuthill, ...
Build Lasting Customer Obsession to Disrupt yourself, Bianca Bowron-Cuthill, ...Build Lasting Customer Obsession to Disrupt yourself, Bianca Bowron-Cuthill, ...
Build Lasting Customer Obsession to Disrupt yourself, Bianca Bowron-Cuthill, ...Institut Lean France
 
The story of our Lean IT journey Melanie Noyel, Acta Mobilier
The story of our Lean IT journey Melanie Noyel, Acta MobilierThe story of our Lean IT journey Melanie Noyel, Acta Mobilier
The story of our Lean IT journey Melanie Noyel, Acta MobilierInstitut Lean France
 
Why kanban is the secret to scale your tech team by Marc-Antoine Lacroix Qonto
Why kanban is the secret to scale your tech team by Marc-Antoine Lacroix QontoWhy kanban is the secret to scale your tech team by Marc-Antoine Lacroix Qonto
Why kanban is the secret to scale your tech team by Marc-Antoine Lacroix QontoInstitut Lean France
 
Management practices for the digital era by Cecil Dijoux
Management practices for the digital era by Cecil DijouxManagement practices for the digital era by Cecil Dijoux
Management practices for the digital era by Cecil DijouxInstitut Lean France
 
Build hyper efficient team with TPS by Pierre Jannez
Build hyper efficient team with TPS by Pierre JannezBuild hyper efficient team with TPS by Pierre Jannez
Build hyper efficient team with TPS by Pierre JannezInstitut Lean France
 
Lean organization framework by Pierre Masai
Lean organization framework by Pierre MasaiLean organization framework by Pierre Masai
Lean organization framework by Pierre MasaiInstitut Lean France
 
The high performance learning enterpris, by Steve Bell and Karen Whitley
The high performance learning enterpris, by Steve Bell and Karen WhitleyThe high performance learning enterpris, by Steve Bell and Karen Whitley
The high performance learning enterpris, by Steve Bell and Karen WhitleyInstitut Lean France
 
True Continuous Improvement with Toyota Kata, Jesper Boeg
True Continuous Improvement with Toyota Kata, Jesper BoegTrue Continuous Improvement with Toyota Kata, Jesper Boeg
True Continuous Improvement with Toyota Kata, Jesper BoegInstitut Lean France
 
Getting to the heart of agile by Alistair Cockburn
Getting to the heart of agile by Alistair CockburnGetting to the heart of agile by Alistair Cockburn
Getting to the heart of agile by Alistair CockburnInstitut Lean France
 
Lean and agile software because or despite rising complexity by Yves Caseau
Lean and agile software because or despite rising complexity by Yves CaseauLean and agile software because or despite rising complexity by Yves Caseau
Lean and agile software because or despite rising complexity by Yves CaseauInstitut Lean France
 
A transformation journey for a complex development organization
A transformation journey for a complex development organizationA transformation journey for a complex development organization
A transformation journey for a complex development organizationInstitut Lean France
 
Can Lean help improve the Architecture Maturity of an entire Organization?
Can Lean help improve the Architecture Maturity of an entire Organization?Can Lean help improve the Architecture Maturity of an entire Organization?
Can Lean help improve the Architecture Maturity of an entire Organization?Institut Lean France
 
Résolution de problème et autonomie des équipes, l’exemple de la Plateforme S...
Résolution de problème et autonomie des équipes, l’exemple de la Plateforme S...Résolution de problème et autonomie des équipes, l’exemple de la Plateforme S...
Résolution de problème et autonomie des équipes, l’exemple de la Plateforme S...Institut Lean France
 
Se transformer soi-même pour transformer sa boite, Priscilla Saunier
Se transformer soi-même pour transformer sa boite, Priscilla SaunierSe transformer soi-même pour transformer sa boite, Priscilla Saunier
Se transformer soi-même pour transformer sa boite, Priscilla SaunierInstitut Lean France
 
Présentation COGETIQ Lean Tour Blois 2018
Présentation COGETIQ Lean Tour Blois 2018 Présentation COGETIQ Lean Tour Blois 2018
Présentation COGETIQ Lean Tour Blois 2018 Institut Lean France
 
Présentation BMI Lean Tour Blois 2018
Présentation BMI   Lean Tour Blois 2018Présentation BMI   Lean Tour Blois 2018
Présentation BMI Lean Tour Blois 2018Institut Lean France
 

More from Institut Lean France (20)

Le "Scenario Planning" pour réagir en situation de crise
Le "Scenario Planning" pour réagir en situation de criseLe "Scenario Planning" pour réagir en situation de crise
Le "Scenario Planning" pour réagir en situation de crise
 
Le "Scenario Planning" pour réagir en situation de crise
Le "Scenario Planning" pour réagir en situation de crise Le "Scenario Planning" pour réagir en situation de crise
Le "Scenario Planning" pour réagir en situation de crise
 
Build Lasting Customer Obsession to Disrupt Yourself, Bianca Bowron-Cuthill
Build Lasting Customer Obsession to Disrupt Yourself, Bianca Bowron-CuthillBuild Lasting Customer Obsession to Disrupt Yourself, Bianca Bowron-Cuthill
Build Lasting Customer Obsession to Disrupt Yourself, Bianca Bowron-Cuthill
 
Build Lasting Customer Obsession to Disrupt yourself, Bianca Bowron-Cuthill, ...
Build Lasting Customer Obsession to Disrupt yourself, Bianca Bowron-Cuthill, ...Build Lasting Customer Obsession to Disrupt yourself, Bianca Bowron-Cuthill, ...
Build Lasting Customer Obsession to Disrupt yourself, Bianca Bowron-Cuthill, ...
 
The story of our Lean IT journey Melanie Noyel, Acta Mobilier
The story of our Lean IT journey Melanie Noyel, Acta MobilierThe story of our Lean IT journey Melanie Noyel, Acta Mobilier
The story of our Lean IT journey Melanie Noyel, Acta Mobilier
 
Why kanban is the secret to scale your tech team by Marc-Antoine Lacroix Qonto
Why kanban is the secret to scale your tech team by Marc-Antoine Lacroix QontoWhy kanban is the secret to scale your tech team by Marc-Antoine Lacroix Qonto
Why kanban is the secret to scale your tech team by Marc-Antoine Lacroix Qonto
 
Management practices for the digital era by Cecil Dijoux
Management practices for the digital era by Cecil DijouxManagement practices for the digital era by Cecil Dijoux
Management practices for the digital era by Cecil Dijoux
 
Build hyper efficient team with TPS by Pierre Jannez
Build hyper efficient team with TPS by Pierre JannezBuild hyper efficient team with TPS by Pierre Jannez
Build hyper efficient team with TPS by Pierre Jannez
 
Lean organization framework by Pierre Masai
Lean organization framework by Pierre MasaiLean organization framework by Pierre Masai
Lean organization framework by Pierre Masai
 
The high performance learning enterpris, by Steve Bell and Karen Whitley
The high performance learning enterpris, by Steve Bell and Karen WhitleyThe high performance learning enterpris, by Steve Bell and Karen Whitley
The high performance learning enterpris, by Steve Bell and Karen Whitley
 
Story of LeSS by Bas Vodde
Story of LeSS by Bas VoddeStory of LeSS by Bas Vodde
Story of LeSS by Bas Vodde
 
True Continuous Improvement with Toyota Kata, Jesper Boeg
True Continuous Improvement with Toyota Kata, Jesper BoegTrue Continuous Improvement with Toyota Kata, Jesper Boeg
True Continuous Improvement with Toyota Kata, Jesper Boeg
 
Getting to the heart of agile by Alistair Cockburn
Getting to the heart of agile by Alistair CockburnGetting to the heart of agile by Alistair Cockburn
Getting to the heart of agile by Alistair Cockburn
 
Lean and agile software because or despite rising complexity by Yves Caseau
Lean and agile software because or despite rising complexity by Yves CaseauLean and agile software because or despite rising complexity by Yves Caseau
Lean and agile software because or despite rising complexity by Yves Caseau
 
A transformation journey for a complex development organization
A transformation journey for a complex development organizationA transformation journey for a complex development organization
A transformation journey for a complex development organization
 
Can Lean help improve the Architecture Maturity of an entire Organization?
Can Lean help improve the Architecture Maturity of an entire Organization?Can Lean help improve the Architecture Maturity of an entire Organization?
Can Lean help improve the Architecture Maturity of an entire Organization?
 
Résolution de problème et autonomie des équipes, l’exemple de la Plateforme S...
Résolution de problème et autonomie des équipes, l’exemple de la Plateforme S...Résolution de problème et autonomie des équipes, l’exemple de la Plateforme S...
Résolution de problème et autonomie des équipes, l’exemple de la Plateforme S...
 
Se transformer soi-même pour transformer sa boite, Priscilla Saunier
Se transformer soi-même pour transformer sa boite, Priscilla SaunierSe transformer soi-même pour transformer sa boite, Priscilla Saunier
Se transformer soi-même pour transformer sa boite, Priscilla Saunier
 
Présentation COGETIQ Lean Tour Blois 2018
Présentation COGETIQ Lean Tour Blois 2018 Présentation COGETIQ Lean Tour Blois 2018
Présentation COGETIQ Lean Tour Blois 2018
 
Présentation BMI Lean Tour Blois 2018
Présentation BMI   Lean Tour Blois 2018Présentation BMI   Lean Tour Blois 2018
Présentation BMI Lean Tour Blois 2018
 

Recently uploaded

Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 

Recently uploaded (20)

Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 

How «Toyota Way» principles guided the architecture of Toyota’s product datahub and its REST API by Philip Rademakers

  • 1. TOYOTA MOTOR EUROPE How "Toyota Way" principles guide Toyota's REST APIs Case study: Product Datahub Philip Rademakers Senior Manager, Enterprise Architecture Information Technology Toyota Motor Europe
  • 2. TOYOTA MOTOR EUROPE • European headquarter in Brussels (Toyota Motor Europe - TME) • Began selling cars in 1963 • Over €8 billion invested since 1990 • €20 billion turnover in 2014 • More than €4.3 billion spent with European-based suppliers per year • 888,015 vehicles sold in CY 2014 • Close to 1.000.000 hybrid vehicles sold in Europe to date • 4.8 % market share in CY 2014 • Employees 20,000 (direct; including TPCA, 50/50 joint venture Toyota/PSA Peugeot Citroën) Toyota in Europe 2
  • 3. TOYOTA MOTOR EUROPE Toyota’s European Facilities • Head office in Brussels (Belgium) • R&D technical centre in Zaventem (Belgium) • Toyota motorsport in Cologne (Germany) • Toyota ED2 – European Design/Development in Nice (France) • European manufacturing • 6 vehicle plants (Avensis & Auris, Yaris, Camry, Aygo, Corolla & Verso, Dyna) • 3 engine / transmission plants • 30 National marketing and Sales companies (NMSC) (56 countries) • 2749 Toyota dealers, 274 Lexus dealers • 14 Parts logistics centres, 9 Vehicle logistics centres 3
  • 4. TOYOTA MOTOR EUROPE TME Information Technology (IT) division (pan-European) • 260+ employees • Responsible for: • (Application) Development • Infrastructure • Networking, (mobile) communication • User support • Functional areas within IT: • Business facing: R&D/Purchasing Systems, Manufacturing Systems, Sales Systems, Corporate Systems • IT support functions: Systems engineering, Pan-European IT management • 5 different countries (7 different locations): • Belgium, Germany, Poland, United Kingdom, Turkey 4
  • 5. TOYOTA MOTOR EUROPE Enterprise Architecture department within Toyota’s IT 5 Support project’s application architecture Application integration Development & tools support Define IT standards and technology roadmaps Establish reference architectures Master data management R&D Applications Manufacturing Applications Sales Applications Corporate Applications Infra & Data centre
  • 6. TOYOTA MOTOR EUROPE Architectural principles 6 Toyota Way principles (applied in IT) Just in time Solutions support small PDCA cycles Architecture starts small and supports only what is needed Jidoka Each process passes on quality results Software has check & stop capability Architecture principles Eliminate Waste Avoid duplication of data, platforms standards Solutions are resilient without redundancy Built-in quality IT solutions have built-in quality with clear ownership (JKK) Components have low degree of dependency Standardization Use standards where possible Solutions employ open and extensible standards Kaizen IT solutions are flexible to kaizen Components can grow / evolve independently • Allow us to assess that we’re “doing the right thing” (before “doing things right”) • Embody company’s culture in IT architecture processes
  • 7. TOYOTA MOTOR EUROPE The problem of “Application Integration” 7
  • 8. TOYOTA MOTOR EUROPE Application integration: Shared database (1990’s style) 8 Product Order Car ConfigCustomer
  • 9. TOYOTA MOTOR EUROPE Application integration: Shared database 9 • Advantages • Simple, consistent view on data across applications • Disadvantages • Very tight “coupling” between applications • Creates dependencies on physical data models (which tend to change over time) • Violates an important Toyota way principle • Any improvement to an application’s data structure immediately impacts other apps (continuous improvement in one application can be destructive for others) Kaizen Continuous improvement
  • 10. TOYOTA MOTOR EUROPE Application integration: Enterprise Service Bus (2000’s style) Product Order Car Config Customer Enterprise Service Bus 10
  • 11. TOYOTA MOTOR EUROPE Application integration: Enterprise Service Bus • Advantages • Decouple service from physical data/process implementation • Support various adaptors, protocols, messaging styles • Disadvantages • Usually requires (expensive) “middleware” to deploy services supported by middleware team • Violates an important Toyota quality concept • Often service bus gets cluttered with (hidden) business logic (lack of ownership) • Middleware team is not involved in application use cases (lack of ownership) • Middleware team can’t grasp impact in case of failure (decreases quality) 11 Built-in quality with Ownership (JKK: Jikotei Kanketsu) Team responsible for an IT service: - “knows” the service (ownership) - can see (visually) problems with the service - can analyse and fix problems with the service
  • 12. TOYOTA MOTOR EUROPE Application integration via REST Product Order Car Config Customer REST API REST API REST API REST API HTTP - GET - PUT - POST - DELETE URLURL URL URL 12
  • 13. TOYOTA MOTOR EUROPE What is REST? • Representation State Transfer (REST) is an architectural style centered on resources (vehicle, customer, order) and representations of those resources • Typically implemented over HTTP (but does not have to) and relies on a stateless, client-server interaction • REST is a lightweight alternative to mechanisms like RPC (Remote Procedure Calls) and Web Services (e.g. SOAP) • REST is language independent, platform independent • REST allows for cacheable responses (to improve performance) • The client of a REST API sees a representation of a resource, not the actual resource itself, state is only transferred between client/server via resource representation • Resources are accessible through a URL; CRUD operations (create, read, update, delete) are performed using HTTP verbs (POST, GET, PUT, DELETE) 13
  • 14. TOYOTA MOTOR EUROPE Simple REST example 14 Resource URL: https://customer.toyota-europe.com/customer/1234 GET /customer/1234 Accept: application/json GET /customer/1234 Accept: application/xml /customer/1234 /customer/5432 Resources Server { “Name” : “Mike Orzen”, “ID”: 1234 } <customer> <name>Mike Orzen</name> <ID>1234</ID> <model>Avensis</model> </customer> Client Client Representation /customer/5432
  • 15. TOYOTA MOTOR EUROPE Why use REST for application integration? • Simple and general • Scalable (loose client/server coupling due to “stateless”-ness) • Independent (few dependencies on other technologies) • Latency (caching) • Security (on top of HTTPS, coupled with – separate – authentication) • Encapsulation (only show things that one needs to show) • No heavyweight tool chain required (standard web server) • Relatively easy to test (simple HTTP requests) • No “intermediary” message handling components (plain HTTP) • Does not require extra middleware (no ESB) 15
  • 16. TOYOTA MOTOR EUROPE Case study: Toyota’s product data 16 Vehicle Access ory Vehicle pricing Part pricing France Italy United Kingdom 1 Many point-to-point integrations (muda: over-production) 2 Different integration interfaces (muda: unnecessary motion) 3 Not fully consistent data model (quality) SOAP XFB 4 Some data is duplicated across systems (muda: inventory; inconsistencies) 5 “Master” data scattered with “operational” data Poor value proposition resulting from silo-based (legacy) systems
  • 17. TOYOTA MOTOR EUROPE So how did we resolve those problems? Overall steps: 17 4S business data Single consistent data model and semantics Introduce “Product” master data domain with clear business / IT ownership Decouple application integration from (legacy) source systems with REST + + + Eliminate waste, improve quality Standardize Customer first, Just in time Kaizen legacy condition 4S: Sort, Straighten, Sweep, Standardize *
  • 18. TOYOTA MOTOR EUROPE Product data architecture 18 Vehicle Access ory Vehicle pricing Part pricing France Italy United Kingdom 1 Central product data hub Product data hub 3 Single quality data model, central logic to guarantee data consistency 5 Clients access data only through API 4 Resource based REST API R E S T 2 4S source data 6 Atom change feed
  • 19. TOYOTA MOTOR EUROPE Details on the data model (simplified) 19 Vehicle family Variation Suffix Accessory Color { Avensis, Auris, Yaris, ... } { Sedan - 3 door – petrol, Wagon – 5 door – diesel, ...} { Sunroof, SatNav, Roof rack, ... } { White metallic, Black, Green, ... }
  • 20. TOYOTA MOTOR EUROPE Detail on the REST API GET /family { “family” : [ { “name” : “Avensis”, “code” : “123”, “links” : [ { “rel” : “self”, “href” : “/family/avensis” } ] }, { “name” : “Auris”, “code” : “234”, “links” : [ { “rel” : “self”, “href” : “/family/auris” } ], “link” : { “rel” : “self”, “href” : “/family” }, } GET /variation { “auris” : [ { “name” : “variation1”, “body” : “3door”, “engine” : “petrol”, “links” : [ { “rel” : “self”, “href” : “/family/auris/var1” }, { “rel” : “parent”, “href” : “/family/auris” } 20 1 2 5 3 1. JSON as default representation (XML also possible) 2. Resources follow entities from the data model as collections and individuals 3. Collections contain “most important” detail of children 4. “Links” are provided to obtain detail on child resources 5. Individual entities provide back links to their parent collection (navigation) 4
  • 21. TOYOTA MOTOR EUROPE Principle 1: Jidoka (software has check & stop capability) 21 Error Code Condition Error Message 401 When authentication fails Error message produced by the TAAS Service 403 When authorization fails Error message produced by the TAAS Service 503 Service Unavailable due to database down or other reasons. Service Unavailable 500 Any internal service logic error Internal Error 400 URL Parameters not correct or invalid URL requested No specific Error Message 404 When the resource could not be found No specific error message will need to be passed. 410 When the resource is already deleted in Datahub No Specific Error Message • All API calls • utilize standard HTTP response codes (e.g. 200=OK, 201=resource created) • must implement a standardized set of error codes • may implement API specific error codes • Any internal error in an API call gets automatically logged
  • 22. TOYOTA MOTOR EUROPE Principle 2: Just in time (architecture starts small, supports only what is needed) • API focuses on what current set of clients need • Additional “requirements” can be developed (later) through • additional API calls (evolution) • additional representations (e.g. XML over JSON) • descriptive links (indicating what can be done “next”) • API calls provide “most common” info with links to obtain more “detail” (if client wishes) 22 GET /variation { “auris” : [ { “name” : “touringsport”, “body” : “3door”, “engine” : “petrol”, “links” : [ { “rel” : “self”, “href” : “/family/auris/variation1” }, { “rel” : “parent”, “href” : “/family/auris” }
  • 23. TOYOTA MOTOR EUROPE Principle 3: Eliminate waste (solutions are resilient without redundancy) • API itself only requires an HTTP server as infra + a network • No other intermediary middleware between client/server • Compute “load” can be controlled through server scaling • Data “availability” can be controlled in back-end (e.g. “always-on” configuration; redundancy) • These “choices” are independent of the API 23 R E S T R E S T R E S T R E S T R E S T Product data hub Product data hub
  • 24. TOYOTA MOTOR EUROPE Principle 4: Built-in quality (components have low degree of dependency) • Functional monitoring 24 • Utilization logging (Problem visualization) (Jidoka) (Problem solving) (Ownership)
  • 25. TOYOTA MOTOR EUROPE Principle 5: Standardization (solutions employ open standards) • REST is not a “formal” or open internet standard but widely used (e.g. Google, Twitter, Amazon, ...) • HTTP, JSON are standards and allow to leverage caching, security and a simple data format • Promote REST as primary standard for inter-application communication and data exchange • Promote REST as primary standard for interaction between client (GUI) and server 25 REST Product Customer Dealer Part http http http
  • 26. TOYOTA MOTOR EUROPE Principle 6: Kaizen (components can grow / evolve independently) 26 • Easy to scale (stateless) horizontally (new APIs) • API can also “grow” without affecting existing clients for example through versioning or by enhancing multiple representations • Backend systems can evolve independently without affecting existing clients (REST API serves as a “contract”) • API is evolving into V2 (incremental version) • Design to run in the cloud • Data aggregated to JSON documents stored in Mongo DB Aggregated Data
  • 27. TOYOTA MOTOR EUROPE Is REST the holy grail for application integration? For some use cases it is not a good match: • “Streaming” based data (e.g. video, social data) • Push style notifications (e.g. as in mobile, server-initiated communications) • Bulk offline data transfers (e.g. use an ETL tool) • Asynchronous data (e.g. event interactions) • Big data (e.g. better use event streams) But REST: • Fits well with our Toyota way architectural principles for inter-application integration 27
  • 28. TOYOTA MOTOR EUROPE Future work • Reengineer source applications to directly interface with master data domain (eliminate duplication) • Yokoten (best practise sharing) concept to manufacturing applications/area • Implement “data as-a-service” in other domains (customer, dealer, parts) • API “management”(documentation, discovery, usage, lifecycle, reporting, governance) • Partner and Open APIs (allow 3rd parties to interface with Toyota’s data) 28
  • 29. TOYOTA MOTOR EUROPE Q&A Thank you ! 29 Philip Rademakers, Senior Manager, Enterprise Architecture, IT division, Toyota Motor Europe