Kategorie: Microsoft Azure

3 ways Azure Speech transforms game development with AI

With Azure Cognitive Services for Speech, customers can build voice-enabled apps confidently and quickly with the Speech SDK. We make it easy for customers to transcribe speech to text (STT) with high accuracy, produce natural-sounding text-to-speech (TTS) voices, and translate spoken audio. In the past few years, we have been inspired by the innovations coming out of the gaming industry, specific to AI.

Why AI for gaming? AI in gaming allows for flexible and reactive video game experiences. As technology continues to change and evolve, AI innovation has led to pioneering and tremendous advances in the gaming industry. Here are three popular use cases:

Use Cases for AI Gaming

Game dialogue prototyping with text to speech: Shorten the amount of time and money spent on the product to get the game to market sooner. Designers and producers can rapidly swap lines of dialogue using different emotional voices and listen to variations in real-time to ensure accuracy.

Greater accessibility with transcription, translation, and text to speech: Make gaming more accessible and add functionality through a single interface. Gameplay instructions that make games more accessible to individuals unable to read the text or language. Storylines for visually impaired gamers or younger users that have yet to be taught to read.

Scalable non-playable character voices and interaction with text to speech: Easily produce voice characters that stay on-brand with consistent quality and speaking styles. Game developers can add emotions, accents, nuances, laughter, and other paralinguistic sounds and expressions to game avatars and NPCs (non-playable characters) that can initiate or participate in a conversation in-game.

Featured Customers for AI Gaming

Flight Simulator: Our first-party game developers are using AI for speech to improve end-user experiences. Flight Simulator is the longest-running franchise in Microsoft history, and the latest critically acclaimed release not only builds on that legacy, but it also pushes the boundaries as the most technologically advanced simulator ever made. By adding authentic air traffic controller voices, Flight Simulator added a small-but-powerful way to elevate the Flight Simulator experience.​ Recording audio to replicate air traffic controllers from every airport on Earth was a huge task—TTS is a great solution that can handle the dynamic content as well as serve the air traffic controller voices as a low-latency, highly available, secure, and scalable solution. Let’s check out a video for the newly released Flight Simulator experience with custom neural voice implemented for real-time air traffic controller voice.

Undead Labs: Undead Labs studio is on a mission to take gaming in bold new directions. They are the makers of the State of Decay franchise and use Azure Neural TTS during game development.

Double Fine: Double Fine is the producer of many popular games, including Psychonauts. They are utilizing our neural TTS to prototype future game projects.

You can check out our use case presentation at Microsoft’s Game Developers Conference 2022 for more details.

Speech Services and Responsible AI

We are excited about the future of Azure Speech with human-like, diverse, and delightful quality under the high-level architecture of XYZ-code AI framework. Our technology advancements are also guided by Microsoft’s Responsible AI process, and our principles of fairness, inclusiveness, reliability and safety, transparency, privacy and security, and accountability. We put these ethical standards into practice through the Office of Responsible AI (ORA)—which sets our rules and governance processes, the AI Ethics and Effects in Engineering and Research (Aether) Committee—which advises our leadership on the challenges and opportunities presented by AI innovations, and Responsible AI Strategy in Engineering (RAISE)—a team that enables the implementation of Microsoft Responsible AI rules across engineering groups.

Get started

Start building new customer experiences with Azure Neural TTS and STT. In addition, the Custom Neural Voice capability enables organizations to create a unique brand voice in multiple languages and styles.

Resources

Get started with text to speech
Get started with speech to text
Get started with Custom Neural Voice
Get started with speech translation

Quelle: Azure

Bluware and Microsoft Azure develop OSDU-enabled interactive AI seismic interpretation solution for energy super major

This blog post has been co-authored by Kapil Raval, Principal Program Manager, Microsoft.​

Bluware, which develops cloud-native solutions to help oil and gas operators to increase exploration and production workflow productivity through deep learning by enabling geoscientists to deliver faster and smarter decisions about the subsurface and today announced its collaboration with Microsoft for its next-generation automated interpretation solution, InteractivAI™, which is built on the Azure implementation of the OSDU™ Data Platform.

The two companies are working together to provide comprehensive solutions combining Microsoft Cloud implementation of OSDU™ Data Platform with Bluware’s subsurface knowledge. As the world’s energy companies retool for the future, they are juggling priorities between new forms of energy, carbon emissions, and maintaining the growing demand for fossil fuels. Innovative solutions such as cloud computing and machine learning are playing an important role in this transition.

To address an energy super major’s seismic interpretation challenges, Bluware is providing an interactive deep learning solution that runs natively on Azure, called InteractivAI™.

InteractivAI™ is utilized by the organization’s exploration and reservoir development teams to accelerate seismic interpretations and improve results by assisting geoscientists in identifying geological and geophysical features that may have been previously missed, incorrectly interpreted, or simply too time-consuming to interpret.

Using a data-centric approach, the application is unique in its ability, allowing users to train and infer simultaneously. Imagine running deep learning in real-time where the interpreter is providing feedback that the operator can actually see as the network suggests on-the-fly interpretations. This even includes results on data that is either not readily visible to the human eye or very difficult to see. This interactive workflow delivers more precise and comprehensive results in hours compared to months resulting in higher quality exploration and reservoir development.

The interactive deep learning approach

Bluware is pioneering the concept of ‘interactive deep learning’, wherein the scientist remains in the figurative ‘driver’s seat’ and steers the network as it learns and adapts based on the interpreter’s teachings. The adjustment and optimization of training the data set provides immediate feedback to the network, which in turn adjusts weights and biases accordingly in real-time.

Bluware differs from other deep learning approaches which use a neural network that has been pre-trained on multiple data sets. Users must rely on a network that was trained on data they have not seen, created with a set of unknown biases, and therefore something they have no control over.

The basic parameterization exposed to scientists in these traditional approaches gives the illusion of network control without really ceding any significant control to the user. Processing times can be days or weeks, and scientists can only supply feedback to the network once the training is complete, at which point training will need to run again from scratch.

The interactive deep learning approach is a data-specific approach that focuses on creating the best learning and training model for the geology the user is working with. Unlike traditional deep learning approaches, the idea is to start with a blank, untrained network and train it while labeling to identify any feature of interest. This approach is not limited to salt or faults, but can also be used to capture shallow hazards, injectites, channels, bright spots, and more. This flexibility allows the expert to explore the myriad of possibilities and alternative interpretations within the area of interest.

The energy company initially conducted a two-month evaluation with multiple experts across their global asset teams. The results were remarkable, and the organization is continually adding users. Additionally, Bluware has provided a blueprint for the company’s IT team for an Azure Kubernetes Service (AKS) implementation which will accelerate and expand this Azure-based solution.

A seismic data format designed for the cloud

As companies continue to wrestle with enormous, complex data streams such as petabytes of seismic data, the pressure to invest in digital technology intensifies. Bluware has adapted to this imperative, delivering a cloud-based format for storing seismic data called Volume Data Store™ (VDS). Microsoft and Bluware have worked together to natively enable VDS as part of the Microsoft Cloud implementation of OSDU™ Data Platform, where developers and customers can connect to the seismic data stored and provide interactive AI-driven seismic interpretation workflows by using the InteractivAI™ SaaS from the Azure Appsource.

Bluware and Microsoft are collaborating in parallel to support major energy customers through their seismic shift initiatives including moving petabytes of data to Azure Blob storage in a cloud-native VDS environment.

Revolutionizing the way energy companies store and use seismic data

Bluware designed InteractivAI™ not only with seismic workflows in mind but also with an eye on the trends shaping the future of the energy sector. Creating a cloud-native data format makes it scalable for energy companies to do more with their data while lowering costs and speeding up workflows, allowing them to arrive at more accurate decisions faster leveraging the power of Azure.

About Bluware

In 2018, a group of energy-focused software companies, namely Bluware, Headwave, Hue, and Kalkulo AS merged to become Bluware Corp. to empower change, growth, and a sustainable future for the energy sector.

As companies pivot from fossil fuels to cleaner energy sources, the combination of new industry standards, cloud computing, and AI will be critical for companies to adapt quickly, work smarter, and continue to be profitable. Companies that adapt faster, will have a significant advantage over their competition. For more information, visit Bluware’s website.
Quelle: Azure

5 steps to prepare developers for cloud modernization

If you’re thinking about what it takes to modernize your applications, you’re not alone. Companies everywhere now understand that migrating applications to the cloud and shifting to a cloud-first approach is critical to business competitiveness. The purpose of modernizing applications is to better align them to current and future business needs. By deploying enterprise applications to the cloud, you gain greater ability to innovate, improve security, scale to meet demand, manage costs, and deliver rich and consistent customer experiences anywhere in the world more quickly.

But as you move to the cloud, there are many options to choose from and skills to gain. One of the most important parts of this effort is understanding how to prepare developers for cloud modernization—and one of the trickiest parts is knowing where to start.

According to research on Developer Velocity, the number one driver of business performance is best-in-class developer tools.1 Companies that create the right environment—by providing strong tools and removing points of friction for developers to innovate—have 47 percent higher developer satisfaction and retention rates than those in the lowest quartile for Developer Velocity. With Microsoft Azure, you’ll find not only the tools and technologies that you need to move to the cloud, but also extensive developer support for cloud modernization.

In this article, we’ll walk you through technical documentation, educational resources, and step-by-step guidance to help you build the skills and strategy needed to successfully modernize your applications. We use Azure App Service as our example, but the same concepts apply to other tools you might use in your modernization efforts.

Here are five steps to take to start preparing for cloud modernization:

1.    Watch how application migration works.

Migrating existing, on-premises applications to the cloud is often the focus of initial application modernization efforts. Once the business case has been made to migrate an application to the cloud, you’ll need to assess the application for all the dependencies that can affect whether it can be successfully migrated without modifying the application. In the case of App Service, a migration assistant guides you through the assessment. Then, if the assessment indicates that the application can be migrated, the migration assistant performs the migration. To get an introduction to how the assessment and migration process works, watch the overview video on how to migrate web apps to App Service.

2.    Learn to migrate an on-premises application to the cloud.

The best way to understand what it takes to migrate an application is to try it for yourself. To learn how to migrate an on-premises web application to App Service, take the step-by-step online course—including a hands-on lab—that guides you through migration and post-migration. Using a sandbox environment and access to free resources, you’ll get an in-depth walkthrough of how to migrate your web application, from assessment through post-migration tasks. You’ll also get background on why the assessment phase is so important, what types of problems it’s intended to identify, and what to do if any problems are found. Next, the course takes you through the migration process and provides guidance on the settings you’ll need to choose from, and it prepares you for additional tasks that might be necessary to get the web app in working order.

3.    Build a web app in the language of your choice.

Learning how to build a cloud-native application is another important step in preparing yourself to shift to a cloud-first approach. To give it a try, sign up for an Azure free account, which gives you access to dozens of free services, including App Service. Along with access to a wide range of cloud resources, you get developer support for cloud modernization through quickstart guides that walk you through creating and deploying a web app in App Service using the language of your choice, including .NET, Node.js, Java, Python, and other languages. This is also a great time to explore other Azure cloud capabilities and use the $200 credit that you get with the Azure free account.

4.    Assess your own web apps for modernization readiness.

Once you understand the basics of migrating and deploying applications in the cloud, it’s time to get to work on the process of assessing and migrating your own web apps. Use the free App Service migration tool to run a scan on your web app’s public URL. The tool will provide you with a compatibility report on the technologies your app uses and whether App Service fully supports them. If compatible, the tool will guide you through downloading the migration assistant, which simplifies migration in an automated way with minimal or no code changes.

5.    Download the App Migration Toolkit.

With a solid background in how to prepare for modernization, you’re in a good position to start putting the full range of Azure developer support for cloud modernization to work. Download the App Migration Toolkit to find the resources you need to successfully modernize your ASP.NET applications from start to finish. From building your business case to best practices and help gaining skills, the toolkit provides practical guidance and support to help you turn your application modernization plans into reality.

While application modernization is a significant initiative that requires strategy, planning, skill-building, and investment of time and resources, the benefits to the business are worth the effort. Fortunately, Azure simplifies the process of figuring out how to prepare developers for cloud modernization. The App Migration Toolkit gives you the skills and knowledge needed to help your organization innovate and stay competitive.

1Developer Velocity: How software excellence fuels business performance.
Quelle: Azure

Track adversaries and improve posture with Microsoft threat intelligence solutions

Today, we’re thrilled to announce two new security products driven by our acquisition of RiskIQ just over one year ago that deliver on our vision to provide deeper context into threat actors and help customers lock down their infrastructure.

Track threat actor activity and patterns with Microsoft Defender Threat Intelligence

This new product helps security operations teams uncover attacker infrastructure and accelerate investigation and remediation with more context, insights, and analysis than ever before. While threat intelligence is already built into the real time detections of our platform and security products like Microsoft Sentinel, customers also need direct access to real-time data and Microsoft’s unmatched signal to proactively hunt for threats across their environments.

For example, adversaries often run their attacks from many machines, with unique IP addresses. Tracing the actor behind an attack and tracking down their entire toolkit is challenging and time-consuming. Using built-in AI and machine learning, Defender Threat Intelligence uncovers the attacker or threat family and the elements of their malicious infrastructure. Armed with this information, security teams can then find and remove adversary tools within their organization and block their future use in tools like Microsoft Sentinel, helping to prevent future attacks.

See your business the way an attacker can with Microsoft Defender External Attack Surface Management

The new Defender External Attack Surface Management gives security teams the ability to discover unknown and unmanaged resources that are visible and accessible from the internet—essentially the same view an attacker has when selecting their target. Defender External Attack Surface Management helps customers discover unmanaged resources that could be potential entry points for an attacker.

Microsoft Defender External Attack Surface Management scans the internet and its connections every day. This builds a complete catalogue of a customer’s environment, discovering internet-facing resources, even the agentless and unmanaged assets. Continuous monitoring, without the need for agents or credentials, prioritizes new vulnerabilities. With this complete view of the organization, customers can take recommended steps to mitigate risk by bringing these resources under secure management within tools like Microsoft Defender for Cloud.

Read the full threat intelligence announcement and to learn more about how Microsoft Defender Threat Intelligence and Microsoft Sentinel work together, read the Tech Communities blog.

Additionally, in the spirit of continuous innovation and bringing as much of the digital environment under secure management as possible, we are proud to announce the new Microsoft Sentinel solution for SAP. Security teams can now monitor, detect, and respond to SAP alerts all from our cloud-native SIEM, Microsoft SIEM.

To learn more about these products and to see live demos, visit us at Black Hat USA, Microsoft Booth 2340. You can also register now for the Stop Ransomware with Microsoft Security digital event on September 15, 2022, to watch in-depth demos of the latest threat intelligence technology.
Quelle: Azure

Microsoft Cost Details API now generally available for EA and MCA customers

The Cost Details API is now generally available for use by Enterprise Agreement (EA) and Microsoft Customer Agreement (MCA) customers. This API provides on-demand download of the granular cost details (formerly referred to as usage details) associated with your Microsoft charges. The API replaces all existing Usage Details APIs and provides data for charges in your invoice. For customers with an MCA agreement this includes Microsoft 365, Dynamics 365, Power Platform, and Azure charges. This API is the go-to solution, along with Exports, for ingesting the raw cost data needed to build any custom reporting solution. To learn more about how to call the Cost Details API, please see our documentation on how to get small cost datasets on demand.

Customers that are not using Exports or the Cost Details API should migrate to one of these solutions moving forward. To learn more about which solution is best for your scenario, see our picking a cost details solution best practices.

Benefits of the new solutions

Both the Cost Details API and Exports provide extensive benefits on top of existing solutions today.

Security and stability—New solutions require Service Principal and/or user tokens in order to access data. For EA customers, keys used in the EA Reporting APIs are valid for six months. Going forward it is recommended to use token-based solutions through Service Principal or User authentication, consistent with Azure REST APIs.
Scalability—The EA Reporting APIs (available only for EA customers) and the Consumption Usage Details (available for both EA and MCA customers) aren't built to scale well as your Microsoft and Azure costs increase. The number of Azure cost records in your cost details dataset can get exceedingly large as you deploy more resources into the cloud. The new solutions are asynchronous and have extensive infrastructure enhancements behind them to ensure successful downloads for any size dataset.
Single dataset for all usage details—For EA customers, the existing EA Reporting APIs have separate endpoints for Azure usage charges versus Azure Marketplace charges. These datasets have been merged in the new solutions. A single dataset reduces the number of APIs that you need to call to see all your charges.
Purchase amortization—Customers who purchase Reservations can see an amortized view of their costs using the new solutions. You can request for amortized or actual cost datasets as part of report configuration. Learn more about using amortized cost details datasets.
Schema consistency—The Cost Details API and Exports provide files with matching fields. This allows you to easily move between solutions based on your scenario. Learn more about the fields available and understand cost details data fields.
Cost allocation integration—EA and MCA customers can use the new solutions to view charges in relation to the cost allocation rules that have been configured. Learn more about creating and managing Azure cost allocation rules.
Go forward improvements—The new solutions are being actively developed moving forward. They'll receive all new features as they're released.

Migrating to the new solutions

The EA Reporting APIs and the Consumption Usage Details API are no longer actively being developed. We strongly recommend migrating off these APIs as soon as possible. A retirement announcement will be made in the future with formal timelines for when the APIs will be turned off. However, the APIs will be fully supported from a reliability standpoint until the formal retirement date is reached.

When assessing the migration off existing usage details solutions, please use the documents below as a reference point:

Migrate from the Enterprise Reporting Usage Details API
Migrate from the Consumption Usage Details API

Please note that pay-as-you-go, MSDN, and Visual Studio customers who are not a part of either an Enterprise Agreement (EA) or Microsoft Customer Agreement (MCA) should continue using the Consumption Usage Details API.

Next steps

Learn more about automation with our Cost Management automation overview.
Assign permissions to SPN to call the APIs.
Understand the basics of how to work with cost details data.
Pick the cost details solution that is right for you.
Get small cost datasets on demand with the Cost Details API.

Follow us on Twitter @MSCostMgmt for more exciting Cost Management updates.
Quelle: Azure

Migrate and modernize with Azure to power innovation across the entire digital estate

Cloud adoption increased significantly during COVID-19 and continues for many companies. However, an enormous migration and modernization opportunity remains as organizations continue their digital transformation. In fact, 72 percent of organizations reported their industry’s pace of digital transformation accelerated because of COVID-19, according to a survey sponsored by Microsoft in The Economist1. And we don’t expect that to slow down anytime soon.

We are hearing key themes from our customers that reinforce this, including:

Cloud has become the catalyst for innovation. Customers are moving beyond operational efficiency to create new products and offerings, leveraging the unique capabilities of cloud to differentiate themselves.
Customers are not just looking for technology, they’re looking for a trusted partner. They need an expert to help them navigate these tough issues as they move toward hybrid, multi-cloud, and edge environments, facing new complexities and opportunities.
Security, data privacy, and compliance are top of mind for customers in every industry as cyberattacks continue to rise2.

These areas are opportunities for us to strengthen our partnerships and help our mutual customers realize their greatest potential. This is why we are focusing on three key areas of growth for Azure at Microsoft Inspire:

Innovation with new cloud-native experiences.
Modernization of app and data estates.
Migration and modernization of infrastructure and mission-critical workloads.

This week, we are announcing new Microsoft Azure capabilities to help partners increase return on investments, grow leads, and shorten sales cycles. This includes updates to our Azure Migration and Modernization Program (AMMP) and announcing the ISV Success Program.

Read on for more details on our latest developments and each of the opportunity areas to see how we can deliver the greatest value to our customers. Our Azure keynote session is also a great resource to learn more.

Key investments to help partners achieve success

Azure Migration and Modernization Program

We now have more than 500 partners enrolled in the Azure Migration and Modernization Program (AMMP) across apps, data, and infrastructure. AMMP is our hero program to help simplify and accelerate migration and modernization, with the right mix of incentives, best practice guidance, tools, and expert help. AMMP has powered deeper go-to-market connections with partners—and our goal is to ensure every migration and modernization opportunity has a partner attached to it. Partners are at the center of how we execute with customers.

We’re making substantive investments and updates to AMMP to help drive scale and velocity of migrations:

Up to 2.5 times larger incentives for Windows Server and SQL Server migrations. 
Empowerment for Microsoft sales organizations to locally allocate incentives for their areas, providing more opportunity for partners to engage and feed into local plans.
Updated best practice guidance with the Cloud Adoption Framework for Azure and Azure Well Architected Framework (WAF).
New modernization capabilities in Azure Migrate, including the option for ISVs to integrate their own IP.

Now more than ever, we need partners’ help to scale our customers’ migration and modernization journeys. Sign up or nominate customers for the AMMP.

ISV Success Program

As the cloud becomes the fabric of every business, across every industry, customers need more complete solutions to support their growth and innovation. This creates tremendous opportunity as the demand for software as a service (SaaS) and "anything as a service solutions continue to increase. To help unlock opportunities for software providers we are excited to announce new benefits with the ISV Success Program to help ISVs innovate rapidly, build well architected applications, publish them to our commercial marketplace, and grow their sales. Currently in preview, and broadly available in fall 2022, the program is intended to be the pathway to ISV success in the Microsoft Cloud Partner Program.

Software providers can take advantage of this new program to build across the Microsoft Cloud and get access to cloud sandboxes, developer tooling, technical and business resources, and a dedicated community.

Innovate with new cloud-native experiences

Organizations across industries are looking to deliver highly personalized experiences to their end customers. Cloud-native applications can help meet these needs. For example, Microsoft Azure has helped retailers like Walgreens gain immediate access to rich transactional data and insights, enabling faster decisions and better customer experiences. According to IDC3, 750 million new logical applications will be built by 2025. This is why so many ISVs and enterprises are turning to Azure for their cloud-native applications. Partners can help customers build cloud apps using scalable containerized architectures combined with globally scalable databases infused with intelligence through AI.

Modernize application and data estates

Modernization of applications and data represents a huge partner opportunity where one project will lead to the next. In fact, 59 percent of organizations see modernizing apps to the cloud as a top initiative4. According to Microsoft estimates, the opportunity for data exceeds $42 billion today, and will grow to $85 billion by fiscal year 2025. Our goal is to help partners close deals to modernize the application and data estates even faster. We’ve made this even more seamless with our newly released Microsoft Intelligent Data Platform. This end-to-end ecosystem integrates databases, analytics, and governance across the customer estate—enabling organizations to adapt in real-time, add layers of intelligence to their applications, unlock fast and predictive insights, and govern their data—wherever it resides.

No matter where our customers are in their modernization journey, Azure offers flexibility between control over managing infrastructure and the level of productivity desired. Partner advisory services and technical expertise is extremely valuable in this estate-level opportunity.

Migrate and modernize infrastructure and mission-critical workloads

Our customers often face time-sensitive decisions with datacenter contract renewals or software end-of-support. As a result, many customers are looking to shift large parts of their IT spend to the cloud with infrastructure as a service (IaaS) seeing the biggest increase. 

This year also brings timely migration opportunities for Windows Server and SQL Server. It’s a great time for partners to advise customers using SQL Server 2012 and Windows Server 2012/2012 R2 about End of Support (EOS) timelines and help them take action to stay secure. It’s also an opportunity to talk with customers about their cloud migration and modernization plans. We offer the best value at every stage of cloud migration. To share just two examples, it’s up to 80 percent less expensive to run Windows Server VMs and Azure SQL Managed Instance on Azure than it is with our main competitor.  And it’s not just about costs—we offer unique capabilities like Azure Automanage to simplify VM management and the broadest SQL Server compatibility to ease the move.

Read more about the top workloads with the largest migration opportunity as a key growth and revenue driver this coming year with announcement details, including:

Azure Confidential Computing capabilities, now generally available, allow partners to transition to Azure workloads that handle sensitive data with additional levels of protection.
Azure Center for SAP solutions, now in preview, is an end-to-end solution to deploy and manage SAP workloads on Azure, enabling customers and partners to create and run an SAP system as a unified workload, and providing a more seamless foundation for innovation on the Microsoft Cloud.
A new Azure Arc Boost Program, in partnership with Intel, will drive the deployment of Azure Arc and Azure Stack HCI in customer hybrid environments through our Systems Integrator partner ecosystem.
Our most recent release of Azure Stack HCI, in preview, delivers more customer value and partner opportunity with new features by providing increased value on investment, shortened time to value, and improved support experience for Azure Stack HCI.

Get started at Microsoft Inspire

With so much opportunity ahead, where should you get started? Be sure to tune into the keynote and the Azure sessions linked below to hear from partners about how they’re already growing their business through Microsoft Cloud and Azure. Partners can bring tailored industry expertise and solutions to complement the innovation that Azure delivers. Together with our amazing partner community, we are creating opportunities with the most trusted cloud to empower customers to transform today, tomorrow, and build for the future.

Azure sessions

Power innovation across the digital estate
Grow revenue by accelerating customer adoption of Azure infrastructure
New SAP on Azure solutions and GTM offers to accelerate your business
Winning the data estate with Microsoft Intelligent Data Platform
Drive digital and application innovation with Microsoft Azure
Addressing sovereign requirements with Microsoft Cloud
SQL Server 2022: the most Azure-connected SQL Server release ever
Move your Azure hybrid business forward with Azure Arc
Enhance your customers' network security and drive business growth on
Latest Azure Confidential Computing innovations – generally available
How to make money migrating with Azure VMware Solution
Onboard as a HPC partner
Azure migration and modernization – Tools & Programs
Bring AI to Every App, Process and employee with Azure AI
Building industry sustainability solutions together with our partners
Innovate with cloud-scale apps, data, and AI
Winning the toughest analytics workloads on Azure
Advancing enterprise Linux application modernization on Azure
New opportunities to grow your practice with Azure Virtual Desktop

Sources: 

1The transformation imperative: Digital drivers in the covid-19 pandemic, The Economist

2Microsoft Digital Defense Report

3750 Million New Logical Applications: More Background, IDC

4Flexera Releases 2021 State of the Cloud Report Press Release, flexera.com

 
Quelle: Azure