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IoT data can be used in data models for artificial intelligence (AI) and machine learning, but only if it is labeled properly, standardized, and deduplicated. This discipline helps businesses understand what data they possess and how it maps to business needs, specify new sources of data, assure overall data quality, and align all teams on the path forward.
That’s why many companies are developing an enterprise data strategy and data practice. Yet much of it remains siloed and unusable, a problem that will exponentially increase with IoT and edge computing.
Capability #1: Create an enterprise data strategyĬompanies today already possess vast amounts of data.
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Let’s dive into some ideas about how to solve some of the challenges that could slow your IoT progress. In this third post, we discuss how companies can move forward by identifying and filling capability gaps. In the second post, we shared insights on how to create a successful strategy that yields desired ROI. In the first post, we discussed how IoT can transform businesses.
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This article is the third in a four-part series designed to help companies maximize their ROI on IoT. However, during this developmental time, leaders and teams new to the technology may feel like they are wandering in uncharted territory. Companies gradually develop codified frameworks and best practices to structure projects and minimize the risk of failure. Industry standards emerge, but there is competition among them.
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Protect your data and code while the data is in use in the cloud.Īccelerate time to market by modernizing applications and data with Azure.Įnterprise IoT adoption is following a path typical of new technologies.
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Run your Windows workloads on the trusted cloud for Windows Server.Įxplore tools and resources for migrating open-source databases to Azure while reducing costs Move your SQL Server databases to Azure with few or no application code changes. Reduce infrastructure costs by moving your mainframe and midrange apps to Azure.īring the intelligence, security, and reliability of Azure to your SAP applications. Optimize costs, operate confidently, and ship features faster by migrating your ASP.NET web apps to Azure.Įnhanced security and hybrid capabilities for your mission-critical Linux workloads Save money and improve efficiency by migrating and modernizing your workloads to Azure with proven tools and guidance. Respond to changes faster, optimize costs, and ship confidently.īuild apps faster by not having to manage infrastructure.Ĭonnect modern applications with a comprehensive set of messaging services on Azure Reach your customers everywhere, on any device, with a single mobile app build. Turn your ideas into applications faster using the right tools for the job.Ĭreate reliable apps and functionalities at scale and bring them to market faster. Low-code application development on Azure Give customers what they want with a personalized, scalable, and secure shopping experienceīuild, quickly launch, and reliably scale your games across platforms-and refine based on analytics.įind new insights by collecting untapped data from connected devices, assets, and sensors.
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Integrate security into every aspect of the software delivery lifecycle. Simplify and accelerate development and testing (dev/test) across any platformīring together people, processes, and products to continuously deliver value to customers and coworkers. Making embedded IoT development and connectivity easyīring AI to everyone with an end-to-end, scalable, trusted platform with experimentation and model managementĪccelerate edge intelligence from silicon to service Monitor and detect security threats to both managed and unmanaged IoT assetsīuild intelligent edge solutions with world-class developer tools, long-term support, and enterprise-grade security. Securely connect MCU-powered devices from the silicon to the cloud Use IoT spatial intelligence to create models of physical environmentsĮxtend cloud intelligence and analytics to edge devicesįully customizable solutions with templates for common scenarios
Connect assets or environments, discover insights, and drive informed actions to transform your businessĬonnect, monitor, and manage billions of IoT assets