Azure Percept Integrations

Microsoft's Azure is a cloud computing platform that allows for rapid and secure application development, testing and management. Azure. Invent with purpose. Turn ideas into solutions with more than 100 services to build, deploy, and manage applications—in the cloud, on-premises, and at the edge—using the tools and frameworks of your choice. Continuous innovation from Microsoft supports your development today, and your product visions for tomorrow. With a commitment to open source, and support for all languages and frameworks, build how you want, and deploy where you want to. On-premises, in the cloud, and at the edge—we’ll meet you where you are. Integrate and manage your environments with services designed for hybrid cloud. Get security from the ground up, backed by a team of experts, and proactive compliance trusted by enterprises, governments, and startups. The cloud you can trust, with the numbers to prove it.

Build cutting-edge, market-ready AI applications with out-of-the-box and customizable APIs and models. Quickly infuse generative AI into production workloads using studios, SDKs, and APIs. Gain a competitive edge by building AI apps powered by foundation models, including those from OpenAI, Meta, and Microsoft. Detect and mitigate harmful use with built-in responsible AI, enterprise-grade Azure security, and responsible AI tooling. Build your own copilot and generative AI applications with cutting-edge language and vision models. Retrieve the most relevant data using keyword, vector, and hybrid search. Monitor text and images to detect offensive or inappropriate content. Translate documents and text in real time across more than 100 languages.

Azure IoT Central is highly secure, scales with your business as it grows, ensures your investments are repeatable, and integrates with your existing business apps. Build scalable solutions faster with IoT Plug and Play. Simplify device interactions in IoT solutions with an open modeling language. This not only enables a seamless device-to-cloud integration experience, but it also helps reduce development time, cost, and complexity. Device Builders can build devices that integrate seamlessly with any Azure IoT cloud solution. Solution Builders can accelerate solutions without writing embedded code. Consider how your IoT solutions grow as you need them, and how to protect your data on devices and in the cloud. Azure IoT Central is the only app platform that’s built with the properties of highly secure and scalable IoT solutions. Get ahead in your market and transform your business with our growing selection of IoT app templates for common industry scenarios.

Accelerate the end-to-end machine learning lifecycle. Empower developers and data scientists with a wide range of productive experiences for building, training, and deploying machine learning models faster. Accelerate time to market and foster team collaboration with industry-leading MLOps—DevOps for machine learning. Innovate on a secure, trusted platform, designed for responsible ML. Productivity for all skill levels, with code-first and drag-and-drop designer, and automated machine learning. Robust MLOps capabilities that integrate with existing DevOps processes and help manage the complete ML lifecycle. Responsible ML capabilities – understand models with interpretability and fairness, protect data with differential privacy and confidential computing, and control the ML lifecycle with audit trials and datasheets. Best-in-class support for open-source frameworks and languages including MLflow, Kubeflow, ONNX, PyTorch, TensorFlow, Python, and R.

Find or build IoT solutions to unite new or legacy machines and connect suppliers, customers, and a distributed workforce within a global ecosystem. Azure Industrial IoT is built around the principle that new solutions and data must interoperate through industry standards and prevent vendor lock-in. Achieve results at scale through faster discovery of assets, best-in-class global support, and years of security expertise built from the chip to the cloud. Remain in control of your solution, connect brownfield equipment, and prepare for the introduction of new assets or future technology. Build industrial IoT solutions that are compatible with industrial devices and systems through OPC UA standards. Contextualize data with powerful visualizations through Azure managed platform services, open-source software, and open industrial data models on the edge and in the cloud.