amplifying human ingenuity - pwc · ecosystem related to the digital customer journey •wants...
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▪ ISO 27001:2013
▪ ISO 27017:2015
▪ ISO 27018:2014
▪ ISO 22301:2012
▪ ISO 9001:2015
▪ ISO 20000-1:2011
▪ SOC 1 Type 2
▪ SOC 2 Type 2
▪ SOC 3
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▪ WCAG 2.0 (ISO 40500:2012)
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▪ DoE 10 CFR Part 810
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▪ 23 NYCRR 500 (US)
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▪ FCA + PRA (UK)
▪ APRA (Australia)
▪ FINMA (Switzerland)
▪ FSA (Denmark)
▪ RBI + IRDAI (India)
▪ MAS + ABS (Singapore)
▪ NBB + FSMA (Belgium)
▪ AFM + DNB (Netherlands)
▪ AMF + ACPR (France)
▪ KNF (Poland)
▪ European Banking Authority
(EBA)
▪ FISC (Japan)
▪ HIPAA BAA (US)
▪ HITRUST Certification
▪ GxP (FDA 21 CFR Part 11)
▪ MARS-E (US)
▪ NHS IG Toolkit (UK)
▪ NEN 7510:2011 (Netherlands)
▪ FERPA (US)
▪ CDSA
▪ MPAA (US)
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workbook
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CIO Framework
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G L O B A L I N D U S T R Y R E G I O N A L
U . S . G O V T
91 Compliance
offerings
Largest geographical footprint of any cloud
provider with more than 55 Azure regions
55 Azure
regions
Microsoft Cyber Defense Operations Center
>3,500 full-time security professionals
6.5 trillion global signals daily
$1 billion annual cybersecurity investment
Global Secure Compliant
Popular frameworksTo build advanced deep learning solutions
TensorFlow KerasPytorch Onnx
Sophisticated pretrained modelsTo simplify solution development
LanguageSpeech
…
SearchVision
Azure Databricks
Machine LearningVMs
Azure Machine Learning
Productive servicesTo empower data science and development teams
Powerful infrastructureTo accelerate deep learning
On-premises Cloud Edge
Flexible deployment To deploy and manage models on intelligent cloud and edge
MLOps = ML + DEV + OPS
ExperimentData Acquisition
Business Understanding
Initial Modeling
DevelopModeling
OperateContinuous Delivery
Data Feedback Loop
System + Model Monitoring
ML
+ Testing
Continuous Integration
Continuous Deployment
Train model Validate model
Deploy model
Monitor model
Retrain model
Model reproducibility Model retrainingModel deploymentModel validation
Build appCollaborate Test app Release app Monitor app
Azure DevOps integration
App developer
using Azure DevOps
Data scientist using
Azure Machine Learning
Orchestration Services
Monitoring
Real-Time
Azure Kubernetes Service
ML Data Drift
Experimentation Monitoring
Batch
Azure ML Compute
Inference Monitoring
Compute
Azure DevOps ML
Extension
Storage
Asset management & orchestration services to help manage the ML lifecycle.
Model Packaging
Model Validation
Run History
Model Deployment
Asset Management
Environments **
Code **
Datasets **
ML Audit Trail
Training Services
Edge
Azure IoT Hub
Situation: Solution: Impact:
—Mark Dajani, Chief Information Officer, Carlsberg Group
Customer:
Carlsberg Group
Industry:
Consumer Goods
Size:
41,000 employees
Country:
Denmark
Products and services:
Microsoft Azure
Azure ExpressRoute
Azure Site Recovery
Microsoft SQL Server
Read full story here
Global transport and logistics company goes digital to transform its operations
Challenge
• Siloed data in five regional
datacenters limited visibility.
• Datacenters had reached
their capacity, obstructing
growth.
• Inadequate security put the
business at risk.
Strategy
• Working with Microsoft
Enterprise Services,
Maersk decommissioned
its five regional
datacenters and migrated
to the Microsoft Azure
cloud platform.
Results
• Lower operational costs.
• Fewer security risks.
• Better performance and scalability.
• Better visibility across the company.
• Greater insights that are reducing
maintenance costs and generating new
revenue streams.
“As we made the digital transformation, we needed a reputable partner with the right
experience. Based on our selection criteria, we found that Microsoft Services came out the
best.”
— Andy Laurence, Senior Director Head of Production Services, A.P. Moller - Maersk
Coop
A world-class Customer Experience
Challenge
• Transformation from
mass marketing to 1:1-
marketing
• Wants to own the entire
ecosystem related to
the digital customer
journey
• Wants agile and
scalable development
platform
Strategy
• Integrate all digital
touchpoints in a
membership app
• Develop own
payment solution in
the cloud
• Use the cloud for
realtime data and new
digital projects
Results
• In full control of the customer
journey from A to Z
• A world-class and coherent
customer experience through
the membership app
• Easy and fast access to state of
the art tools in a safe cloud
environment
“When every single customer or member is shopping it is important to present
data that makes sense in exactly that context.”Thomas Klausbo, Digital Director, Coop
STRATEGY ENABLE
MIGRATE INNOVATEMove and modernize
existing workloads to
the cloud.
Create new products and
services.
Business, cultural and
technical enables to build
foundation.
Why are we moving
to the cloud?
What and How?
https://customers.microsoft.com/en-us/story/727823-dnvgl-azure-kubernetes-machine-learning-norway
“This is not a data science team working in a lab
somewhere, disconnected. We are sitting as part of the
production environment and working closely with the
main experts in these subjects. We don’t just deploy and
forget. We care for these applications moving forward.”
As the industry and the world changes rapidly, DNV GL’s
machine learning team is at the forefront of the company’s
digital transformation efforts. Standardising on the
Microsoft stack they have 10 solutions in Azure that are in
production and delivering value.
Microsoft // 124
Customer turn FinTech partners for new growth
Saxo Bank as a FinTech leader provides
“banking as a service” to finance and
brokerage clients in 170 countries
Saxo aims to run its entire banking
platform on Microsoft Cloud and we are
jointly developing new banking solutions,
such as SaxoTraderGO, to be provided as
white-label to banks around the globe
Transform
Jointly deliver Saxo’s
cloud journey
Innovate
Deep innovation and
R&D partnership
Go to Market
Jointly bring Saxo’s cloud
solutions to markets globally
Saxo Bank & Microsoft strategic partnership delivers deep transformation and enables new kind of scale
Azure currently delivers services from 55 datacenter regions and offers geo-redundant data residency in 18 countries.
In 2019, Microsoft became the first global provider to deliver cloud services from the African continent, United Arab Emirates, and Norway.
Azure Region expansion
Newly announced
Recent Azure Region launches
Region name Location Launch date
South Africa North JohannesburgMarch 2019
South Africa West Cape Town
UAE North DubaiJune 2019
UAE Central Abu Dhabi
Germany West Central FrankfurtAugust 2019
Germany North Berlin
Switzerland North ZurichSeptember 2019
Switzerland West Geneva
Norway East OsloNovember 2019
Norway West Stavanger