SlideShare a Scribd company logo
1 of 25
Download to read offline
How to Master the
Lifecycle of your APIs
From Strategy to Execution
December 6th
, 2023
2:00 p.m. – 2:50 p.m.
Théotime Macrez
Senior Associate
PwC France, Cloud Transformation
theotime.macrez@pwc.com
Susan Vrona Béjina
Senior Manager
PwC France, Cloud Transformation
susan.vrona.bejina@pwc.com
Ivan Frain
Director
PwC France, Cloud Transformation
ivan.frain@pwc.com
PwC
99% of organizations use APIs to integrate
applications and data to create connected
customer experiences and generate
revenue, and 38% of organizations’
revenue-generating digital assets utilize
APIs.
2023 State of the API Report
Postman
2
How to Master the Lifecycle of your APIs
PwC France Cloud Transformation 3
API Lifecycle
Master the complete lifecycle of your APIs
Open the richness of your enterprise
to your collaborators, partners and market
Governance
Business outcomes,
Organisation,
Standards, Tech
enablement, Risk
Build & test Monitoring
define build validate run optimise
Conformity, Functional,
Integration,
Performance,
Security
Business KPIs,
Availability, Security
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs December 6th
, 2023
1. API Trust
Master the lifecycle of your APIs
2. Focus on API Governance
Address the governance challenges throughout the lifecycle of your APIs
3 Focus on API Performance
Ensure the performance of your APIs
★ All along this session: feedback from our experience in supporting
clients throughout their API journeys
Agenda
4
API Trust
Master the lifecycle of your APIs
1
December 6th
, 2023
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs
All major vendors expose APIs thereby facilitating important operational
integrations
Many major actors from different sectors have already jumped into the API world,
exposing their services externally
Build digital systems using APIs to interconnect your IT Expose your services to the outside world
APIs Aren’t Just for Tech Companies*
*https://hbr.org/2021/04/apis-arent-just-for-tech-companies
Over 12,000 APIs offered by firms today*
Connect your CRM to your ITSM: Integrating ServiceNow
with Salesforce gives real-time visibility to the support and
sales team into each other's work and priorities.
Automate your deployment on the
cloud using hyperscalers’ APIs
Connect many frontend types to your
unique backend
API
Mercedes-Benz
Developer’s
portal
https://developer.mercedes-benz.com/
API Products API Portal Collectives Developers Portal
● Speedup innovation with partners to rapidly deliver digital products and services
● Facilitate partnerships by exposing your digital capabilities
● Easy onboard your customers to integrate with your digital capabilities
● Simplify evolution of your overall IT systems with understandable interfaces
● Facilitate operations with comprehensive and well monitored integration flows…
● Create a faster time to market
APIs at the center of business value creation
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs December 6th
, 2023
API Trust for business impact
business
Retail
APIs create business impact in all
industries and business functions
More than 12,000 APIs
exist in the market
through which
companies expose
business value:
Salesforce.com with 50%
of revenues enabled by
APIs, Expedia.com at
90%, and eBay, at 60%*
*Source: https://hbr.org
Energy & Utilities
Space & Automotive
Health
Banks & Insurance
Telecom & Media
Tech Giants
Human Resources
Finance
Purchasing
Marketing & Communication
Production
Logistics
Operations
All Industry
Sectors
All Business Units
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs December 6th
, 2023
Master the complete lifecycle of your APIs
Open the richness of your enterprise to your employees,
your partners and your market
define build validate run optimise Mastering your API
approach will smooth
your internal operations
and amplify your value
proposition for partners
and clients
Build digital systems using APIs to
interconnect your IT
Expose your services to the outside
world
● Accelerate innovation with your partners by
furnishing access more rapidly to your
products and services
● Facilitate partnerships by exposing your
digital capabilities
● Improve your customer experience
● Simplify your IT systems
● Create agility and scale
● Facilitate team operations while ensuring
access control
● Empower operations to achieve faster time to
market
API Trust for business impact
December 6th
, 2023
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs
Standards &
Governance
Security & Monitoring
New Products | New Business Channels | New Business Models
Performance & Scale
● Well designed - Representative and understandable
● Scalable - Able to meet demand
● Cost optimized - Fulfill your return on investment (ROI)
● Secure - Protecting your brand, inspire and ensure confidence of
partners
● Easy to operate - Master downtime and facilitate diagnostics and
operation
Current Business Models
PwC API Trust Approach
Mastery of your API
approach permits you to
evolve current business
models and create new
ones
API Trust for business impact
Are you able to benefit from the power of APIs ?
December 6th
, 2023
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs
Farmers
Improve agronomic
performance while
reducing fertilizer
cost
and environmental
impact
mobile app, web portal,
bridges to tractors, etc.
Managing authorities
and paying agencies
Register compliance with GAEC 5,
possibly further SMRs and GAECs
Support for further
environmental commitments
Gather consolidated data
2-way communication
web portal
Advisors
Assist farmers
in
developing an
efficient
and compliant
NMP
web portal
Institutional &
private partners
Propose innovative
and relevant services
to the extensive FaST
user community
integrate through APIs
and opt-in service marketplace
Policy-makers &
researchers
Develop innovative
solutions to optimize the
use of inputs in
agriculture
Ensure data security,
privacy and
anonymization
web portal, APIs
K
n
o
w
le
d
g
e
a
n
d
t
r
e
n
d
s
f
r
o
m
c
o
n
s
o
li
d
a
t
e
d
d
a
t
a
,
la
r
g
e
d
a
t
a
s
e
t
s
f
o
r
s
t
a
t
is
t
ic
s
a
n
d
C
A
P
s
t
r
a
t
e
g
ie
s
Environm
ental m
onitoring,
increased 2-way com
m
s,
econom
ies of scale &
CAP
digitization
U
s
e
r
b
a
s
e
o
f
s
m
a
ll
f
a
r
m
e
r
s
t
o
p
r
o
p
o
s
e
a
d
v
a
n
c
e
d
s
e
r
v
ic
e
s
Nutrient management
What & when, nutrient budget,
best practices
A
d
d
i
t
i
o
n
a
l
s
e
r
v
i
c
e
s
C
o
m
p
l
i
a
n
c
e
,
b
a
s
i
c
p
a
y
m
e
n
t
s
,
e
n
v
i
r
o
n
m
e
n
t
a
l
i
m
p
a
c
t
,
e
t
c
.
E
a
r
t
h
O
b
s
e
r
v
a
t
i
o
n
S
e
n
t
i
n
e
l
,
C
o
p
e
r
n
i
c
u
s
,
s
o
i
l
d
a
t
a
Farm Sustainability
Platform (FaST)
https://gitlab.com/fastplatform
Administrative data
IACS, LPIS, NVZ, Natura2000
U
s
e
r
d
a
t
a
P
i
c
t
u
r
e
s
,
s
o
i
l
s
a
m
p
l
e
s
Common
platform
Cloud-hosted on DIAS
Scalable
2
-
w
a
y
m
e
s
s
a
g
i
n
g
B
e
t
w
e
e
n
M
A
/
P
A
a
n
d
f
a
r
m
e
r
Reduced costs,
environmental compliance,
time saving,
opt-in services
Easy data sharing between
farmers and advisors,
benchmarking
Adapts to local specificities
(administrative, agricultural, regulatory)
Interfaces with existing systems
Economies of scale for participating MS
Data security & privacy (GDPR)… …
Modular design ⇢ extensible …
Builds on past EU projects
(e.g. H2020)
Start of
project
Feasibility and
interest of
concept
Review of
possible
architectures
Development of an
open-source prototype
of platform & farmer app Pilot Study
Prototype
operational
on a DIAS
Jan 2019
May 2018 2020 -
2021
API Trust for business impact
December 6th
, 2023
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs
FaST - a microservice based, API enabled platform for sustainable Agriculture
The Farm Sustainability Tool (FaST)
11
11
Infrastructure as a Service
Access
layer
Services:
use cases
and algorithms
Vegetation
status service
Fertilization
service
Farmer client app MA/PA portal API / export data
Weather
service
Messaging
and notification
service
Container orchestration Scalability Network Distributed storage
Soil info
storage
service
Data
…
additional services
Earth observation data
satellite, weather
Databases / caches
Administrative/open data
LPIS, NVZ, regulations, etc
User-generated data
soil sampling, crop rotation,
nutrient plans…
Remote APIs
GSAA, weather, etc
Authentication
Serving and
eventing system
CPU HDD
RAM DIAS
Infrastructure
as code
CI/CD
GitOps
Core Module
Custom Modules
Add-ons
• Storage
• API Gateways
• Web backend and
Admin portal
• Vector map filers
• GIS enrichment
services
• FaST authentication
• Custom authentication
(national ID, cp…)
• Data import pipelines
• NVZ
• Natura2000
• Hydrography
• Soil data
• LPIS
• Weather services
• Fertilization services
• Satellite imagery
services (Sentinel)....
API Trust for business impact
Focus on API
Governance
Address the governance
challenges throughout the
lifecycle of your APIs
2
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs December 6th
, 2023
13
MORE TOUCHPOINTS MORE SERVICES MORE APIs
Modern businesses are delivering
their services through an increasing
number and diversity of
touchpoints.
For example, retailers can sell products via
their e-commerce website, multiple mobile
applications for different operating systems,
third-party platforms and even physical
stores.
This increasing number of
touchpoints entails an increasing
volume and variety of IT services
and an increasing number and
diversity of interactions between
these services.
For example, all the touchpoints via which
retailers sell products must interact with the
product inventory.
This increasing number of
interactions entails a growing need
for APIs to enable a loose
coupling between services.
For example, retailers can use an API to
enable services to interact with the product
inventory.
APIs are effective to enable interactions between both internal and external
services, and can therefore play a significant role in business integration.
companies use more than 1,000
applications on average, 10%
more than last year2
99% of companies added at least
one new sales channel in 2022,
51 % added 3 or more1
1
Cleo
2023
Global
Supply
Chain
Executive
Report;
2
MuleSoft
2023
Connectivity
Benchmark
Report;
3
Rapid
2022
State
of
APIs
Report
40% of companies with 10,000+
employees have 250+ internal
APIs3
Your challenges around the governance of your APIs
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs December 6th
, 2023
14
Ensure that your APIs
can be easily reused
and updated
Ensure that your APIs
can be easily
discovered,
understood and used
by both your teams and
your API consumers
Ensure that your APIs are
consistent across your
organization and form a
coherent and
comprehensive landscape
CONSISTENCY
Ensure that your APIs
satisfy your quality and
security standards, and
comply with applicable
regulations
SECURITY & QUALITY DISCOVERABILITY
Ensure that your APIs
deliver reliable
functionality and user
experiences to your API
consumers
RELIABILITY
REUSABILITY
If you recognize challenges you are currently facing in some of these stakes, you
could probably benefit from improve the governance of your APIs.
Ensure that your practices
facilitate collaboration
and synergies between
your teams
Ensure that your teams
promote and adopt API
best practices, and upskill
themselves
BEST PRACTICES
Ensure that your teams can
focus on the delivery of
business outcomes
INNOVATION COLLABORATION
Your
APIs
Your
teams
Using
your
APIs
Your challenges around the governance of your APIs
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs December 6th
, 2023
15
Consistency Quality
Reliability Best practices
Innovation Collaboration
Discoverability Reusability
CHALLENGES AROUND THE
GOVERNANCE OF YOUR APIs
API
GOVERNANCE
BENEFITS OF API
GOVERNANCE
Improved user experience
Increased business value
Improved reputation
Increased revenue
Increased operational
efficiency
Improved data security
Address the
challenges around
the governance of
your APIs
Standards
Processes
Tools
Comprehensive
framework
Foundations of API
governance
Achieve a
competitive edge
enabled by your
APIs
Reduced time-to-market
Increased usage
API governance as a solution to your challenges
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs December 6th
, 2023
16
TOOLS to support your
standards and processes
STANDARDS
Tools to verify
the application
of your
standards
Checklists to
assess the
maturity of your
teams
Checklists to
assess the
compliance of
your APIs
Tools to monitor the
usage and
performance of your
APIs
Tools to generate,
manage and expose
the documentation of
your APIs
Tools to support the
design, development
and testing of your
APIs
PROCESSES
Documentation to be produced
Decisions to be made
Governance committees
Roles and responsibilities
Activities to be carried out
Norms
and
guidelines
Metamodel and taxonomies to classify APIs
Templates of documentation
…
Versioning
Deployment Monitoring
Security
Performance
Architecture
Workflows
API governance as a solution to your challenges
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs December 6th
, 2023
17
EXAMPLE SCENARIO #2:
API CENTER OF EXCELLENCE
AND SPECIALIZED TEAMS
EXAMPLE SCENARIO #1:
API CENTER OF EXCELLENCE
AND NON-SPECIALIZED TEAMS
EXAMPLE SCENARIO #3:
API SERVICE CENTER
API CENTER OF EXCELLENCE
PROJECT A
API
TEAM
APP.
TEAM
PROJECT A
API
TEAM
APP.
TEAM
…
API CENTER OF EXCELLENCE
PROJECT A PROJECT B
…
API SERVICE CENTER
PROJECT
A
…
PROJECT
B
: API framework : applications
: APIs
Our approach for API governance
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs December 6th
, 2023
18
TRACK
the application of your framework
DEFINE
your API governance framework
APPLY
your API governance framework
Our approach for API governance
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs December 6th
, 2023
19
300+ collaborators
provide global services
to support the
worldwide digital
platforms of a French
luxury fashion house
CONTEXT
10+ members of a
community of
co-owners of the
initiative on the client
side and consultants
from several consulting
firms commissioned by
the client to
co-construct the
outcomes of the
initiative to improve
the governance of APIs
DEFINITION OF AN API GOVERNANCE
FRAMEWORK
LIFECYCLE
MANAGEMENT
▪ 8 API lifecycle stages defined
▪ 60+ lifecycle activities
defined, along with the
associated workflows,
decisions and
responsibilities
▪ 40+ lifecycle deliverables
defined, along with the
associated tooling
▪ 3 templates of deliverables
defined
▪ 5 governance committees
defined
DOCUMENTATION
▪ 1 metamodel defined
▪ 13 types of API
documentation defined
▪ 60+ use cases defined, 8
solutions studied, 2 proofs
of concept performed and 1
tool selected to build a
developer portal
STANDARDS
▪ 18 norms and guidelines
defined regarding API design
and development
DEPLOYMENT OF THE API
GOVERNANCE FRAMEWORK
▪ 1 Confluence space built
▪ 5 learning sessions organized
▪ 2 tools built to assess the maturity of a
team against the framework and assess
the compliance of an API against the
framework
▪ 6 teams supported to assess and improve
their maturity, define action plans
▪ 1 API audited to assess its compliance
▪ 8 newsletters sent
▪ 1 feedback campaign conducted
Our experience in supporting clients with API governance
Focus on API
Performance
Ensure the performance of your
APIs
3
PwC France
How to Master the Lifecycle of your APIs December 6th
, 2023
21
December 6th
, 2023
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs
Restitution:
- Result
- Recommandation
Preparation:
- Scenario definition
- Traduction into emulation code
Execution:
- Infrastructure deployment
- Test run
Python /api/clients
Terra-
form
ACI
Azure Storage
Azure Key Vault
Master
Worker Worker Worker Worker
/api/clients /api/clients /api/clients
Locust web interface
Azure monitor
Business
operational
cases
PwC Asset Hosting PwC ou client
Client Business Team PwC Technical Team
Example Deliverable: Architecture Performance test benchmark
Context: stress-testing an API with simulated real-life scenario
December 6th
, 2023
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs
95%P
1400
ms
Med
800
ms
Median response time in
milliseconds for all request
95% of the
request had
less or equal
to 1400ms as
response
time
Req/s
1000
Requests /
second
Min
50
ms
Minimum response
time in milliseconds
Establish a set of KPIs for benchmarking:
● Requests per second
● Max, med, min response time
● Performance threshold
Perform stress tests
● Progressive # of requests
● Variable endurance
● Visualise & report
findings
Establish performance
capacity for each supplier
We established the performance characteristics of each
supplier thus giving our client visibility into which
supplier would deliver the level of service necessary to
support the client’s business and growth.
- Time savings
- Cost savings
- Peace of mind
- Guarantees for required level of service
Accelerator: Our API testbed
Our client had a short time to
market to deploy a new
payment clearing system.
Needing to choose between
several vendors, the client
needed to arrive quickly to a
recommendation.
They needed an
independent, apples to
apples comparison in order
to determine which vendor
would support their
expected growth and allow
them to capitalize quickly on
this new revenue source
Context Work done Benefits
Ensure suppliers’ API performance
December 6th
, 2023
PwC France Cloud Transformation
How to Master the Lifecycle of your APIs
*Graphics are not at same scale.
Behavior are as expected fine.
● Solution 1 platform can hold high number of requests by second
● Solution 2 platform can also manage a large number of requests by second
● Solution 3 performance is limited with the configuration of the delivered platform
Solution 1 Solution 2 Solution 3
Performance test scenario is run for each solution. The results are presented graphically and a summary for the 3 solutions is presented in a table.
Example Deliverable: Architecture Performance test benchmark
Context: test the performance of 3 solutions to host APIs
Interested in learning
more about API Trust?
Contact us
© 2023 PwC. All rights reserved. Not for further distribution without the permission of PwC. “PwC” refers to the network of member firms of PricewaterhouseCoopers
International Limited (PwCIL), or, as the context requires, individual member firms of the PwC network. Each member firm is a separate legal entity and does not act as
agent of PwCIL or any other member firm. PwCIL does not provide any services to clients. PwCIL is not responsible or liable for the acts or omissions of any of its
member firms nor can it control the exercise of their professional judgment or bind them in any way. No member firm is responsible or liable for the acts or omissions of
any other member firm nor can it control the exercise of another member firm’s professional judgment or bind another member firm or PwCIL in any way.
Théotime Macrez
Senior Associate
PwC France, Cloud Transformation
theotime.macrez@pwc.com
Susan Vrona Béjina
Senior Manager
PwC France, Cloud Transformation
susan.vrona.bejina@pwc.com
Ivan Frain
Director
PwC France, Cloud Transformation
ivan.frain@pwc.com
Also check out our
session focused on
API Security on
Friday!
And visit our API Performance asset on the PwC Store!

More Related Content

Similar to Apidays Paris 2023 - How to Master the Lifecycle of your APIs, Ivan Frain, Susan Vrona Bejina and Theotime Macrez, PwC France et Maghreb

A Journey to a Serverless Business Intelligence, Machine Learning and Big Dat...
A Journey to a Serverless Business Intelligence, Machine Learning and Big Dat...A Journey to a Serverless Business Intelligence, Machine Learning and Big Dat...
A Journey to a Serverless Business Intelligence, Machine Learning and Big Dat...DataWorks Summit
 
Aurea Enterprise Road map (cloud, microservies etc) - Aurea & Helmes Nordic S...
Aurea Enterprise Road map (cloud, microservies etc) - Aurea & Helmes Nordic S...Aurea Enterprise Road map (cloud, microservies etc) - Aurea & Helmes Nordic S...
Aurea Enterprise Road map (cloud, microservies etc) - Aurea & Helmes Nordic S...Alen Leit
 
Century link ingram micro cloud workshop presentation final
Century link ingram micro cloud workshop presentation finalCentury link ingram micro cloud workshop presentation final
Century link ingram micro cloud workshop presentation finalIngram Micro Cloud
 
What's New in the Winter '16 Release (4.2)
What's New in the Winter '16 Release (4.2)What's New in the Winter '16 Release (4.2)
What's New in the Winter '16 Release (4.2)AppDynamics
 
APIs for biz dev 2.0 - Which business model to win in the API Economy?
APIs for biz dev 2.0 - Which business model to win in the API Economy?APIs for biz dev 2.0 - Which business model to win in the API Economy?
APIs for biz dev 2.0 - Which business model to win in the API Economy?3scale
 
SAP Cloud Platform - Your Innovation Platform in the Cloud - L1
SAP Cloud Platform - Your Innovation Platform in the Cloud - L1SAP Cloud Platform - Your Innovation Platform in the Cloud - L1
SAP Cloud Platform - Your Innovation Platform in the Cloud - L1SAP Cloud Platform
 
Cloud-Native Workshop New York- Pivotal
Cloud-Native Workshop New York- PivotalCloud-Native Workshop New York- Pivotal
Cloud-Native Workshop New York- PivotalVMware Tanzu
 
Service Delivery Broker - Digital Services Management
Service Delivery Broker - Digital Services ManagementService Delivery Broker - Digital Services Management
Service Delivery Broker - Digital Services ManagementAnt Cruz
 
Smart Integration to the Cloud - Kellton Tech Webinar
Smart Integration to the Cloud - Kellton Tech WebinarSmart Integration to the Cloud - Kellton Tech Webinar
Smart Integration to the Cloud - Kellton Tech WebinarKellton Tech Solutions Ltd
 
Platform for Secure Digital Business
Platform for Secure Digital BusinessPlatform for Secure Digital Business
Platform for Secure Digital BusinessAkana
 
Mediterranea.apidays.io 2013: APIs for Biz Dev 2.0 - Which business model?
Mediterranea.apidays.io 2013: APIs for Biz Dev 2.0 - Which business model?Mediterranea.apidays.io 2013: APIs for Biz Dev 2.0 - Which business model?
Mediterranea.apidays.io 2013: APIs for Biz Dev 2.0 - Which business model?3scale
 
Apidays Paris 2023 - Accelerating and Securing Transversal Processes Automati...
Apidays Paris 2023 - Accelerating and Securing Transversal Processes Automati...Apidays Paris 2023 - Accelerating and Securing Transversal Processes Automati...
Apidays Paris 2023 - Accelerating and Securing Transversal Processes Automati...apidays
 
The next generation of ap is luis weir.cwin18.telford
The next generation of ap is   luis weir.cwin18.telfordThe next generation of ap is   luis weir.cwin18.telford
The next generation of ap is luis weir.cwin18.telfordCapgemini
 
Level 50 - How can CSP partners build a business with Azure.pptx
Level 50 - How can CSP partners build a business with Azure.pptxLevel 50 - How can CSP partners build a business with Azure.pptx
Level 50 - How can CSP partners build a business with Azure.pptxISACWASCHINGTONLUISC
 
Level 50 - How can CSP partners build a business with Azure.pptx
Level 50 - How can CSP partners build a business with Azure.pptxLevel 50 - How can CSP partners build a business with Azure.pptx
Level 50 - How can CSP partners build a business with Azure.pptxssusera5e1a91
 
Χάρης Λιναρδάκης, IBM Cloud Leader Greece and Cyprus at IBM
Χάρης Λιναρδάκης, IBM Cloud Leader Greece and Cyprus at IBMΧάρης Λιναρδάκης, IBM Cloud Leader Greece and Cyprus at IBM
Χάρης Λιναρδάκης, IBM Cloud Leader Greece and Cyprus at IBMStarttech Ventures
 
Why Build an Apache Kafka® Connector
Why Build an Apache Kafka® ConnectorWhy Build an Apache Kafka® Connector
Why Build an Apache Kafka® Connectorconfluent
 
Service Virtualization + API Management together
Service Virtualization + API Management togetherService Virtualization + API Management together
Service Virtualization + API Management togetherPablo Gutierrez
 
API Frenzy: API Strategy 101
API Frenzy: API Strategy 101API Frenzy: API Strategy 101
API Frenzy: API Strategy 101Akana
 
Transform the internal it landscape with APIs and integration
Transform the internal it landscape with APIs and integrationTransform the internal it landscape with APIs and integration
Transform the internal it landscape with APIs and integrationJudy Breedlove
 

Similar to Apidays Paris 2023 - How to Master the Lifecycle of your APIs, Ivan Frain, Susan Vrona Bejina and Theotime Macrez, PwC France et Maghreb (20)

A Journey to a Serverless Business Intelligence, Machine Learning and Big Dat...
A Journey to a Serverless Business Intelligence, Machine Learning and Big Dat...A Journey to a Serverless Business Intelligence, Machine Learning and Big Dat...
A Journey to a Serverless Business Intelligence, Machine Learning and Big Dat...
 
Aurea Enterprise Road map (cloud, microservies etc) - Aurea & Helmes Nordic S...
Aurea Enterprise Road map (cloud, microservies etc) - Aurea & Helmes Nordic S...Aurea Enterprise Road map (cloud, microservies etc) - Aurea & Helmes Nordic S...
Aurea Enterprise Road map (cloud, microservies etc) - Aurea & Helmes Nordic S...
 
Century link ingram micro cloud workshop presentation final
Century link ingram micro cloud workshop presentation finalCentury link ingram micro cloud workshop presentation final
Century link ingram micro cloud workshop presentation final
 
What's New in the Winter '16 Release (4.2)
What's New in the Winter '16 Release (4.2)What's New in the Winter '16 Release (4.2)
What's New in the Winter '16 Release (4.2)
 
APIs for biz dev 2.0 - Which business model to win in the API Economy?
APIs for biz dev 2.0 - Which business model to win in the API Economy?APIs for biz dev 2.0 - Which business model to win in the API Economy?
APIs for biz dev 2.0 - Which business model to win in the API Economy?
 
SAP Cloud Platform - Your Innovation Platform in the Cloud - L1
SAP Cloud Platform - Your Innovation Platform in the Cloud - L1SAP Cloud Platform - Your Innovation Platform in the Cloud - L1
SAP Cloud Platform - Your Innovation Platform in the Cloud - L1
 
Cloud-Native Workshop New York- Pivotal
Cloud-Native Workshop New York- PivotalCloud-Native Workshop New York- Pivotal
Cloud-Native Workshop New York- Pivotal
 
Service Delivery Broker - Digital Services Management
Service Delivery Broker - Digital Services ManagementService Delivery Broker - Digital Services Management
Service Delivery Broker - Digital Services Management
 
Smart Integration to the Cloud - Kellton Tech Webinar
Smart Integration to the Cloud - Kellton Tech WebinarSmart Integration to the Cloud - Kellton Tech Webinar
Smart Integration to the Cloud - Kellton Tech Webinar
 
Platform for Secure Digital Business
Platform for Secure Digital BusinessPlatform for Secure Digital Business
Platform for Secure Digital Business
 
Mediterranea.apidays.io 2013: APIs for Biz Dev 2.0 - Which business model?
Mediterranea.apidays.io 2013: APIs for Biz Dev 2.0 - Which business model?Mediterranea.apidays.io 2013: APIs for Biz Dev 2.0 - Which business model?
Mediterranea.apidays.io 2013: APIs for Biz Dev 2.0 - Which business model?
 
Apidays Paris 2023 - Accelerating and Securing Transversal Processes Automati...
Apidays Paris 2023 - Accelerating and Securing Transversal Processes Automati...Apidays Paris 2023 - Accelerating and Securing Transversal Processes Automati...
Apidays Paris 2023 - Accelerating and Securing Transversal Processes Automati...
 
The next generation of ap is luis weir.cwin18.telford
The next generation of ap is   luis weir.cwin18.telfordThe next generation of ap is   luis weir.cwin18.telford
The next generation of ap is luis weir.cwin18.telford
 
Level 50 - How can CSP partners build a business with Azure.pptx
Level 50 - How can CSP partners build a business with Azure.pptxLevel 50 - How can CSP partners build a business with Azure.pptx
Level 50 - How can CSP partners build a business with Azure.pptx
 
Level 50 - How can CSP partners build a business with Azure.pptx
Level 50 - How can CSP partners build a business with Azure.pptxLevel 50 - How can CSP partners build a business with Azure.pptx
Level 50 - How can CSP partners build a business with Azure.pptx
 
Χάρης Λιναρδάκης, IBM Cloud Leader Greece and Cyprus at IBM
Χάρης Λιναρδάκης, IBM Cloud Leader Greece and Cyprus at IBMΧάρης Λιναρδάκης, IBM Cloud Leader Greece and Cyprus at IBM
Χάρης Λιναρδάκης, IBM Cloud Leader Greece and Cyprus at IBM
 
Why Build an Apache Kafka® Connector
Why Build an Apache Kafka® ConnectorWhy Build an Apache Kafka® Connector
Why Build an Apache Kafka® Connector
 
Service Virtualization + API Management together
Service Virtualization + API Management togetherService Virtualization + API Management together
Service Virtualization + API Management together
 
API Frenzy: API Strategy 101
API Frenzy: API Strategy 101API Frenzy: API Strategy 101
API Frenzy: API Strategy 101
 
Transform the internal it landscape with APIs and integration
Transform the internal it landscape with APIs and integrationTransform the internal it landscape with APIs and integration
Transform the internal it landscape with APIs and integration
 

More from apidays

Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...
Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...
Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...apidays
 
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...apidays
 
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...apidays
 
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...apidays
 
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...apidays
 
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...apidays
 
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...apidays
 
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
 
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...apidays
 
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...apidays
 
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu SubbuApidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbuapidays
 
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...apidays
 
Apidays Singapore 2024 - Harnessing Green IT by Jai Prakash and Timothée Dufr...
Apidays Singapore 2024 - Harnessing Green IT by Jai Prakash and Timothée Dufr...Apidays Singapore 2024 - Harnessing Green IT by Jai Prakash and Timothée Dufr...
Apidays Singapore 2024 - Harnessing Green IT by Jai Prakash and Timothée Dufr...apidays
 
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...apidays
 
Apidays Singapore 2024 - Creating API First Engineering Team by Asim Suvedi, ...
Apidays Singapore 2024 - Creating API First Engineering Team by Asim Suvedi, ...Apidays Singapore 2024 - Creating API First Engineering Team by Asim Suvedi, ...
Apidays Singapore 2024 - Creating API First Engineering Team by Asim Suvedi, ...apidays
 
Apidays Singapore 2024 - Designing a Scalable MLOps Pipeline by Victoria Lo, ...
Apidays Singapore 2024 - Designing a Scalable MLOps Pipeline by Victoria Lo, ...Apidays Singapore 2024 - Designing a Scalable MLOps Pipeline by Victoria Lo, ...
Apidays Singapore 2024 - Designing a Scalable MLOps Pipeline by Victoria Lo, ...apidays
 
Apidays Singapore 2024 - The 5 Key Tenets of a Multiform API Management Strat...
Apidays Singapore 2024 - The 5 Key Tenets of a Multiform API Management Strat...Apidays Singapore 2024 - The 5 Key Tenets of a Multiform API Management Strat...
Apidays Singapore 2024 - The 5 Key Tenets of a Multiform API Management Strat...apidays
 
Apidays Singapore 2024 - APIs in the world of Generative AI by Claudio Tag, IBM
Apidays Singapore 2024 - APIs in the world of Generative AI by Claudio Tag, IBMApidays Singapore 2024 - APIs in the world of Generative AI by Claudio Tag, IBM
Apidays Singapore 2024 - APIs in the world of Generative AI by Claudio Tag, IBMapidays
 
Apidays Singapore 2024 - Banking: From Obsolete to Absolute by Indra Salim, a...
Apidays Singapore 2024 - Banking: From Obsolete to Absolute by Indra Salim, a...Apidays Singapore 2024 - Banking: From Obsolete to Absolute by Indra Salim, a...
Apidays Singapore 2024 - Banking: From Obsolete to Absolute by Indra Salim, a...apidays
 
Apidays Singapore 2024 - Application and Platform Optimization through Power ...
Apidays Singapore 2024 - Application and Platform Optimization through Power ...Apidays Singapore 2024 - Application and Platform Optimization through Power ...
Apidays Singapore 2024 - Application and Platform Optimization through Power ...apidays
 

More from apidays (20)

Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...
Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...
Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...
 
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...
 
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...
 
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...
 
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...
 
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...
 
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...
 
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 Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...
 
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...
 
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu SubbuApidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
 
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...
 
Apidays Singapore 2024 - Harnessing Green IT by Jai Prakash and Timothée Dufr...
Apidays Singapore 2024 - Harnessing Green IT by Jai Prakash and Timothée Dufr...Apidays Singapore 2024 - Harnessing Green IT by Jai Prakash and Timothée Dufr...
Apidays Singapore 2024 - Harnessing Green IT by Jai Prakash and Timothée Dufr...
 
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...
 
Apidays Singapore 2024 - Creating API First Engineering Team by Asim Suvedi, ...
Apidays Singapore 2024 - Creating API First Engineering Team by Asim Suvedi, ...Apidays Singapore 2024 - Creating API First Engineering Team by Asim Suvedi, ...
Apidays Singapore 2024 - Creating API First Engineering Team by Asim Suvedi, ...
 
Apidays Singapore 2024 - Designing a Scalable MLOps Pipeline by Victoria Lo, ...
Apidays Singapore 2024 - Designing a Scalable MLOps Pipeline by Victoria Lo, ...Apidays Singapore 2024 - Designing a Scalable MLOps Pipeline by Victoria Lo, ...
Apidays Singapore 2024 - Designing a Scalable MLOps Pipeline by Victoria Lo, ...
 
Apidays Singapore 2024 - The 5 Key Tenets of a Multiform API Management Strat...
Apidays Singapore 2024 - The 5 Key Tenets of a Multiform API Management Strat...Apidays Singapore 2024 - The 5 Key Tenets of a Multiform API Management Strat...
Apidays Singapore 2024 - The 5 Key Tenets of a Multiform API Management Strat...
 
Apidays Singapore 2024 - APIs in the world of Generative AI by Claudio Tag, IBM
Apidays Singapore 2024 - APIs in the world of Generative AI by Claudio Tag, IBMApidays Singapore 2024 - APIs in the world of Generative AI by Claudio Tag, IBM
Apidays Singapore 2024 - APIs in the world of Generative AI by Claudio Tag, IBM
 
Apidays Singapore 2024 - Banking: From Obsolete to Absolute by Indra Salim, a...
Apidays Singapore 2024 - Banking: From Obsolete to Absolute by Indra Salim, a...Apidays Singapore 2024 - Banking: From Obsolete to Absolute by Indra Salim, a...
Apidays Singapore 2024 - Banking: From Obsolete to Absolute by Indra Salim, a...
 
Apidays Singapore 2024 - Application and Platform Optimization through Power ...
Apidays Singapore 2024 - Application and Platform Optimization through Power ...Apidays Singapore 2024 - Application and Platform Optimization through Power ...
Apidays Singapore 2024 - Application and Platform Optimization through Power ...
 

Recently uploaded

Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxolyaivanovalion
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxolyaivanovalion
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130Suhani Kapoor
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusTimothy Spann
 
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% SecurePooja Nehwal
 
Call Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girl
Call Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girlCall Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girl
Call Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girlkumarajju5765
 
{Pooja: 9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
{Pooja:  9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...{Pooja:  9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
{Pooja: 9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...Pooja Nehwal
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Delhi Call girls
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxolyaivanovalion
 
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779Delhi Call girls
 
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...amitlee9823
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxJohnnyPlasten
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxolyaivanovalion
 
Accredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdfAccredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdfadriantubila
 
ALSO dropshipping via API with DroFx.pptx
ALSO dropshipping via API with DroFx.pptxALSO dropshipping via API with DroFx.pptx
ALSO dropshipping via API with DroFx.pptxolyaivanovalion
 

Recently uploaded (20)

Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptx
 
Sampling (random) method and Non random.ppt
Sampling (random) method and Non random.pptSampling (random) method and Non random.ppt
Sampling (random) method and Non random.ppt
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptx
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and Milvus
 
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
 
Call Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girl
Call Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girlCall Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girl
Call Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girl
 
{Pooja: 9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
{Pooja:  9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...{Pooja:  9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
{Pooja: 9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
 
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in  KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in  Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptx
 
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
Best VIP Call Girls Noida Sector 22 Call Me: 8448380779
 
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptx
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptx
 
Accredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdfAccredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdf
 
ALSO dropshipping via API with DroFx.pptx
ALSO dropshipping via API with DroFx.pptxALSO dropshipping via API with DroFx.pptx
ALSO dropshipping via API with DroFx.pptx
 

Apidays Paris 2023 - How to Master the Lifecycle of your APIs, Ivan Frain, Susan Vrona Bejina and Theotime Macrez, PwC France et Maghreb

  • 1. How to Master the Lifecycle of your APIs From Strategy to Execution December 6th , 2023 2:00 p.m. – 2:50 p.m. Théotime Macrez Senior Associate PwC France, Cloud Transformation theotime.macrez@pwc.com Susan Vrona Béjina Senior Manager PwC France, Cloud Transformation susan.vrona.bejina@pwc.com Ivan Frain Director PwC France, Cloud Transformation ivan.frain@pwc.com
  • 2. PwC 99% of organizations use APIs to integrate applications and data to create connected customer experiences and generate revenue, and 38% of organizations’ revenue-generating digital assets utilize APIs. 2023 State of the API Report Postman 2
  • 3. How to Master the Lifecycle of your APIs PwC France Cloud Transformation 3 API Lifecycle Master the complete lifecycle of your APIs Open the richness of your enterprise to your collaborators, partners and market Governance Business outcomes, Organisation, Standards, Tech enablement, Risk Build & test Monitoring define build validate run optimise Conformity, Functional, Integration, Performance, Security Business KPIs, Availability, Security
  • 4. PwC France Cloud Transformation How to Master the Lifecycle of your APIs December 6th , 2023 1. API Trust Master the lifecycle of your APIs 2. Focus on API Governance Address the governance challenges throughout the lifecycle of your APIs 3 Focus on API Performance Ensure the performance of your APIs ★ All along this session: feedback from our experience in supporting clients throughout their API journeys Agenda 4
  • 5. API Trust Master the lifecycle of your APIs 1
  • 6. December 6th , 2023 PwC France Cloud Transformation How to Master the Lifecycle of your APIs All major vendors expose APIs thereby facilitating important operational integrations Many major actors from different sectors have already jumped into the API world, exposing their services externally Build digital systems using APIs to interconnect your IT Expose your services to the outside world APIs Aren’t Just for Tech Companies* *https://hbr.org/2021/04/apis-arent-just-for-tech-companies Over 12,000 APIs offered by firms today* Connect your CRM to your ITSM: Integrating ServiceNow with Salesforce gives real-time visibility to the support and sales team into each other's work and priorities. Automate your deployment on the cloud using hyperscalers’ APIs Connect many frontend types to your unique backend API Mercedes-Benz Developer’s portal https://developer.mercedes-benz.com/ API Products API Portal Collectives Developers Portal ● Speedup innovation with partners to rapidly deliver digital products and services ● Facilitate partnerships by exposing your digital capabilities ● Easy onboard your customers to integrate with your digital capabilities ● Simplify evolution of your overall IT systems with understandable interfaces ● Facilitate operations with comprehensive and well monitored integration flows… ● Create a faster time to market APIs at the center of business value creation
  • 7. PwC France Cloud Transformation How to Master the Lifecycle of your APIs December 6th , 2023 API Trust for business impact business Retail APIs create business impact in all industries and business functions More than 12,000 APIs exist in the market through which companies expose business value: Salesforce.com with 50% of revenues enabled by APIs, Expedia.com at 90%, and eBay, at 60%* *Source: https://hbr.org Energy & Utilities Space & Automotive Health Banks & Insurance Telecom & Media Tech Giants Human Resources Finance Purchasing Marketing & Communication Production Logistics Operations All Industry Sectors All Business Units
  • 8. PwC France Cloud Transformation How to Master the Lifecycle of your APIs December 6th , 2023 Master the complete lifecycle of your APIs Open the richness of your enterprise to your employees, your partners and your market define build validate run optimise Mastering your API approach will smooth your internal operations and amplify your value proposition for partners and clients Build digital systems using APIs to interconnect your IT Expose your services to the outside world ● Accelerate innovation with your partners by furnishing access more rapidly to your products and services ● Facilitate partnerships by exposing your digital capabilities ● Improve your customer experience ● Simplify your IT systems ● Create agility and scale ● Facilitate team operations while ensuring access control ● Empower operations to achieve faster time to market API Trust for business impact
  • 9. December 6th , 2023 PwC France Cloud Transformation How to Master the Lifecycle of your APIs Standards & Governance Security & Monitoring New Products | New Business Channels | New Business Models Performance & Scale ● Well designed - Representative and understandable ● Scalable - Able to meet demand ● Cost optimized - Fulfill your return on investment (ROI) ● Secure - Protecting your brand, inspire and ensure confidence of partners ● Easy to operate - Master downtime and facilitate diagnostics and operation Current Business Models PwC API Trust Approach Mastery of your API approach permits you to evolve current business models and create new ones API Trust for business impact Are you able to benefit from the power of APIs ?
  • 10. December 6th , 2023 PwC France Cloud Transformation How to Master the Lifecycle of your APIs Farmers Improve agronomic performance while reducing fertilizer cost and environmental impact mobile app, web portal, bridges to tractors, etc. Managing authorities and paying agencies Register compliance with GAEC 5, possibly further SMRs and GAECs Support for further environmental commitments Gather consolidated data 2-way communication web portal Advisors Assist farmers in developing an efficient and compliant NMP web portal Institutional & private partners Propose innovative and relevant services to the extensive FaST user community integrate through APIs and opt-in service marketplace Policy-makers & researchers Develop innovative solutions to optimize the use of inputs in agriculture Ensure data security, privacy and anonymization web portal, APIs K n o w le d g e a n d t r e n d s f r o m c o n s o li d a t e d d a t a , la r g e d a t a s e t s f o r s t a t is t ic s a n d C A P s t r a t e g ie s Environm ental m onitoring, increased 2-way com m s, econom ies of scale & CAP digitization U s e r b a s e o f s m a ll f a r m e r s t o p r o p o s e a d v a n c e d s e r v ic e s Nutrient management What & when, nutrient budget, best practices A d d i t i o n a l s e r v i c e s C o m p l i a n c e , b a s i c p a y m e n t s , e n v i r o n m e n t a l i m p a c t , e t c . E a r t h O b s e r v a t i o n S e n t i n e l , C o p e r n i c u s , s o i l d a t a Farm Sustainability Platform (FaST) https://gitlab.com/fastplatform Administrative data IACS, LPIS, NVZ, Natura2000 U s e r d a t a P i c t u r e s , s o i l s a m p l e s Common platform Cloud-hosted on DIAS Scalable 2 - w a y m e s s a g i n g B e t w e e n M A / P A a n d f a r m e r Reduced costs, environmental compliance, time saving, opt-in services Easy data sharing between farmers and advisors, benchmarking Adapts to local specificities (administrative, agricultural, regulatory) Interfaces with existing systems Economies of scale for participating MS Data security & privacy (GDPR)… … Modular design ⇢ extensible … Builds on past EU projects (e.g. H2020) Start of project Feasibility and interest of concept Review of possible architectures Development of an open-source prototype of platform & farmer app Pilot Study Prototype operational on a DIAS Jan 2019 May 2018 2020 - 2021 API Trust for business impact
  • 11. December 6th , 2023 PwC France Cloud Transformation How to Master the Lifecycle of your APIs FaST - a microservice based, API enabled platform for sustainable Agriculture The Farm Sustainability Tool (FaST) 11 11 Infrastructure as a Service Access layer Services: use cases and algorithms Vegetation status service Fertilization service Farmer client app MA/PA portal API / export data Weather service Messaging and notification service Container orchestration Scalability Network Distributed storage Soil info storage service Data … additional services Earth observation data satellite, weather Databases / caches Administrative/open data LPIS, NVZ, regulations, etc User-generated data soil sampling, crop rotation, nutrient plans… Remote APIs GSAA, weather, etc Authentication Serving and eventing system CPU HDD RAM DIAS Infrastructure as code CI/CD GitOps Core Module Custom Modules Add-ons • Storage • API Gateways • Web backend and Admin portal • Vector map filers • GIS enrichment services • FaST authentication • Custom authentication (national ID, cp…) • Data import pipelines • NVZ • Natura2000 • Hydrography • Soil data • LPIS • Weather services • Fertilization services • Satellite imagery services (Sentinel).... API Trust for business impact
  • 12. Focus on API Governance Address the governance challenges throughout the lifecycle of your APIs 2
  • 13. PwC France Cloud Transformation How to Master the Lifecycle of your APIs December 6th , 2023 13 MORE TOUCHPOINTS MORE SERVICES MORE APIs Modern businesses are delivering their services through an increasing number and diversity of touchpoints. For example, retailers can sell products via their e-commerce website, multiple mobile applications for different operating systems, third-party platforms and even physical stores. This increasing number of touchpoints entails an increasing volume and variety of IT services and an increasing number and diversity of interactions between these services. For example, all the touchpoints via which retailers sell products must interact with the product inventory. This increasing number of interactions entails a growing need for APIs to enable a loose coupling between services. For example, retailers can use an API to enable services to interact with the product inventory. APIs are effective to enable interactions between both internal and external services, and can therefore play a significant role in business integration. companies use more than 1,000 applications on average, 10% more than last year2 99% of companies added at least one new sales channel in 2022, 51 % added 3 or more1 1 Cleo 2023 Global Supply Chain Executive Report; 2 MuleSoft 2023 Connectivity Benchmark Report; 3 Rapid 2022 State of APIs Report 40% of companies with 10,000+ employees have 250+ internal APIs3 Your challenges around the governance of your APIs
  • 14. PwC France Cloud Transformation How to Master the Lifecycle of your APIs December 6th , 2023 14 Ensure that your APIs can be easily reused and updated Ensure that your APIs can be easily discovered, understood and used by both your teams and your API consumers Ensure that your APIs are consistent across your organization and form a coherent and comprehensive landscape CONSISTENCY Ensure that your APIs satisfy your quality and security standards, and comply with applicable regulations SECURITY & QUALITY DISCOVERABILITY Ensure that your APIs deliver reliable functionality and user experiences to your API consumers RELIABILITY REUSABILITY If you recognize challenges you are currently facing in some of these stakes, you could probably benefit from improve the governance of your APIs. Ensure that your practices facilitate collaboration and synergies between your teams Ensure that your teams promote and adopt API best practices, and upskill themselves BEST PRACTICES Ensure that your teams can focus on the delivery of business outcomes INNOVATION COLLABORATION Your APIs Your teams Using your APIs Your challenges around the governance of your APIs
  • 15. PwC France Cloud Transformation How to Master the Lifecycle of your APIs December 6th , 2023 15 Consistency Quality Reliability Best practices Innovation Collaboration Discoverability Reusability CHALLENGES AROUND THE GOVERNANCE OF YOUR APIs API GOVERNANCE BENEFITS OF API GOVERNANCE Improved user experience Increased business value Improved reputation Increased revenue Increased operational efficiency Improved data security Address the challenges around the governance of your APIs Standards Processes Tools Comprehensive framework Foundations of API governance Achieve a competitive edge enabled by your APIs Reduced time-to-market Increased usage API governance as a solution to your challenges
  • 16. PwC France Cloud Transformation How to Master the Lifecycle of your APIs December 6th , 2023 16 TOOLS to support your standards and processes STANDARDS Tools to verify the application of your standards Checklists to assess the maturity of your teams Checklists to assess the compliance of your APIs Tools to monitor the usage and performance of your APIs Tools to generate, manage and expose the documentation of your APIs Tools to support the design, development and testing of your APIs PROCESSES Documentation to be produced Decisions to be made Governance committees Roles and responsibilities Activities to be carried out Norms and guidelines Metamodel and taxonomies to classify APIs Templates of documentation … Versioning Deployment Monitoring Security Performance Architecture Workflows API governance as a solution to your challenges
  • 17. PwC France Cloud Transformation How to Master the Lifecycle of your APIs December 6th , 2023 17 EXAMPLE SCENARIO #2: API CENTER OF EXCELLENCE AND SPECIALIZED TEAMS EXAMPLE SCENARIO #1: API CENTER OF EXCELLENCE AND NON-SPECIALIZED TEAMS EXAMPLE SCENARIO #3: API SERVICE CENTER API CENTER OF EXCELLENCE PROJECT A API TEAM APP. TEAM PROJECT A API TEAM APP. TEAM … API CENTER OF EXCELLENCE PROJECT A PROJECT B … API SERVICE CENTER PROJECT A … PROJECT B : API framework : applications : APIs Our approach for API governance
  • 18. PwC France Cloud Transformation How to Master the Lifecycle of your APIs December 6th , 2023 18 TRACK the application of your framework DEFINE your API governance framework APPLY your API governance framework Our approach for API governance
  • 19. PwC France Cloud Transformation How to Master the Lifecycle of your APIs December 6th , 2023 19 300+ collaborators provide global services to support the worldwide digital platforms of a French luxury fashion house CONTEXT 10+ members of a community of co-owners of the initiative on the client side and consultants from several consulting firms commissioned by the client to co-construct the outcomes of the initiative to improve the governance of APIs DEFINITION OF AN API GOVERNANCE FRAMEWORK LIFECYCLE MANAGEMENT ▪ 8 API lifecycle stages defined ▪ 60+ lifecycle activities defined, along with the associated workflows, decisions and responsibilities ▪ 40+ lifecycle deliverables defined, along with the associated tooling ▪ 3 templates of deliverables defined ▪ 5 governance committees defined DOCUMENTATION ▪ 1 metamodel defined ▪ 13 types of API documentation defined ▪ 60+ use cases defined, 8 solutions studied, 2 proofs of concept performed and 1 tool selected to build a developer portal STANDARDS ▪ 18 norms and guidelines defined regarding API design and development DEPLOYMENT OF THE API GOVERNANCE FRAMEWORK ▪ 1 Confluence space built ▪ 5 learning sessions organized ▪ 2 tools built to assess the maturity of a team against the framework and assess the compliance of an API against the framework ▪ 6 teams supported to assess and improve their maturity, define action plans ▪ 1 API audited to assess its compliance ▪ 8 newsletters sent ▪ 1 feedback campaign conducted Our experience in supporting clients with API governance
  • 20. Focus on API Performance Ensure the performance of your APIs 3
  • 21. PwC France How to Master the Lifecycle of your APIs December 6th , 2023 21
  • 22. December 6th , 2023 PwC France Cloud Transformation How to Master the Lifecycle of your APIs Restitution: - Result - Recommandation Preparation: - Scenario definition - Traduction into emulation code Execution: - Infrastructure deployment - Test run Python /api/clients Terra- form ACI Azure Storage Azure Key Vault Master Worker Worker Worker Worker /api/clients /api/clients /api/clients Locust web interface Azure monitor Business operational cases PwC Asset Hosting PwC ou client Client Business Team PwC Technical Team Example Deliverable: Architecture Performance test benchmark Context: stress-testing an API with simulated real-life scenario
  • 23. December 6th , 2023 PwC France Cloud Transformation How to Master the Lifecycle of your APIs 95%P 1400 ms Med 800 ms Median response time in milliseconds for all request 95% of the request had less or equal to 1400ms as response time Req/s 1000 Requests / second Min 50 ms Minimum response time in milliseconds Establish a set of KPIs for benchmarking: ● Requests per second ● Max, med, min response time ● Performance threshold Perform stress tests ● Progressive # of requests ● Variable endurance ● Visualise & report findings Establish performance capacity for each supplier We established the performance characteristics of each supplier thus giving our client visibility into which supplier would deliver the level of service necessary to support the client’s business and growth. - Time savings - Cost savings - Peace of mind - Guarantees for required level of service Accelerator: Our API testbed Our client had a short time to market to deploy a new payment clearing system. Needing to choose between several vendors, the client needed to arrive quickly to a recommendation. They needed an independent, apples to apples comparison in order to determine which vendor would support their expected growth and allow them to capitalize quickly on this new revenue source Context Work done Benefits Ensure suppliers’ API performance
  • 24. December 6th , 2023 PwC France Cloud Transformation How to Master the Lifecycle of your APIs *Graphics are not at same scale. Behavior are as expected fine. ● Solution 1 platform can hold high number of requests by second ● Solution 2 platform can also manage a large number of requests by second ● Solution 3 performance is limited with the configuration of the delivered platform Solution 1 Solution 2 Solution 3 Performance test scenario is run for each solution. The results are presented graphically and a summary for the 3 solutions is presented in a table. Example Deliverable: Architecture Performance test benchmark Context: test the performance of 3 solutions to host APIs
  • 25. Interested in learning more about API Trust? Contact us © 2023 PwC. All rights reserved. Not for further distribution without the permission of PwC. “PwC” refers to the network of member firms of PricewaterhouseCoopers International Limited (PwCIL), or, as the context requires, individual member firms of the PwC network. Each member firm is a separate legal entity and does not act as agent of PwCIL or any other member firm. PwCIL does not provide any services to clients. PwCIL is not responsible or liable for the acts or omissions of any of its member firms nor can it control the exercise of their professional judgment or bind them in any way. No member firm is responsible or liable for the acts or omissions of any other member firm nor can it control the exercise of another member firm’s professional judgment or bind another member firm or PwCIL in any way. Théotime Macrez Senior Associate PwC France, Cloud Transformation theotime.macrez@pwc.com Susan Vrona Béjina Senior Manager PwC France, Cloud Transformation susan.vrona.bejina@pwc.com Ivan Frain Director PwC France, Cloud Transformation ivan.frain@pwc.com Also check out our session focused on API Security on Friday! And visit our API Performance asset on the PwC Store!