Azure Time Series Insights
End-to-end IoT analytics platform to monitor, analyze, and visualize your industrial IoT data at scale
Turn IoT data into actionable insights
Improve operations and decision-making with decades of IoT data delivered with rich visualization and a turnkey experience. Use real-time data insights and interactive analytics to accelerate IoT data use throughout your organization.
IoT-ready with instant data ingestion, requiring minimal to no data preparation
Warm and cold data analytics for ad-hoc interactive and historical operational analysis
Powerful visualization of asset-based IoT data for context-based exploration
Contextualization of data based on your IoT model, with nesting menus showing hierarchies, relationships, and properties
Accelerate the use of IoT analytics
From data ingestion to analysis, customize the IoT analytics platform to your needs.
Your assets—such as sensors, equipment, and buildings—are constantly streaming new information. Easily ingest all your IoT data into Time Series Insights with native integrations into Azure IoT Hub and Event Hub. Scale your Time Series Insights platform as your IoT-ingestible data volume grows.
As your IoT engagement grows, so does the amount of data you need to store. Multilayered storage lets you amass data across warm and cold storages while enabling instant access to streaming and historical IoT data. Easily connect your own Azure Blob storage or create new storage systems when you set up Time Series Insights.
Data without context only shows a portion of the picture. Use Time Series Model to organize sensors under hierarchies and make it easy to find and explore IoT data. The computation engine helps you create complex calculations for faster analysis. The additional context and computations help you identify unique trends, uncover the causes of anomalies, and diagnose process irregularities.
Tell your data story with the right visualizations. The Azure Time Series Insights explorer provides a turnkey experience including rich graphic visualizations and tools to conduct deep analysis into your IoT data. Open APIs let you connect time-based data to machine learning tools and other visualization systems. With a native Power BI connector, analyze IoT data next to your business data for a complete picture of your operations.
Built for IoT
Turn disparate data streams into insights and provide context using Time Series Model. From the beginning of your engagement to the full connection of your industrial assets, access near-real-time data streaming and historical data for a complete picture.See it in action
Uncover new insights as your IoT data grows. Ingest and store billions of IoT events as you scale to hundreds of thousands of assets. With our pay-as-you go pricing, you get an end-to-end industrial IoT analytics platform that matures with your business.Explore visualization features
Open and flexible
What can you build with Time Series Insights?
Data exploration and visual anomaly detection
Uncover the causes of abnormalities by analyzing billions of IoT events. Discover hidden trends based on relationships between sensors.Learn more
Operational analysis and process efficiency
Monitor the health, usage, and performance of your assets to drive operational efficiency at scale. Time Series Insights gives you the capacity to manage billions of data events from diverse and unpredictable IoT devices, without compromising performance.Learn more
Advanced analytics with Azure IoT
Integrate Time Series Insights with advanced analytics services, such as Azure Machine Learning, Azure Databricks, Apache Spark, and others. Compare real-time data against your models to quickly discover new patterns or potential issues.Learn more
Turn data into insights
Explore five key factors that are helping customers achieve operational intelligence with time series data. Get best practices and tips from customers using IoT data to transform their organizations.
Data security backed by decades of experience
Microsoft invests more than USD 1 billion annually on cybersecurity research and development.
We employ more than 3,500 security experts completely dedicated to your data security and privacy.
Azure has more compliance certifications than any other cloud provider. View the comprehensive list.
Time Series Insights pricing
- Pay for only what you need.
- Scale with your business.
- No upfront cost.
Documentation and resources
Time Series Insights demo
Experience the possibilities with this solution demo environment.Try it now
Create your own data models with documentation, tutorials, and concept guides.Go to the documentation
Get help with the latest features available in preview.Explore now
Whether you're new to IoT or a seasoned professional staying at the top of your game, find the information, learning materials, and resources to build great IoT solutions.Go to MS Learn
Watch live-streamed events about how to build IoT solutions, and deep dive into top-requested topics like intelligent edge, DevOps, and asset tracking.Watch now
IoT technical community
Ask questions and get support from Microsoft engineers and Azure community experts.Join the conversation
Trusted by companies of all sizes
Ronnie Pettersson, product owner, ABB
"Industrial and power automation applications depend on standardized data models to ensure interoperability and vendor independence. ABB Ability™ platform relies on Time Series Insights to provide the scalable and dependable solution for storing and analyzing rich data sets from all our Industrial IoT market segments."
Tristan Hunter, GM, Automation and Operational Technology, Fonterra
"Fonterra is embracing advanced technologies to transform into a data-driven organization. We've selected Time Series Insights to provide storage, contextualization, and analysis capabilities and replace our legacy on-premises historian. This will allow us to effectively consolidate our data to empower operators, leaders, data scientists, and business intelligence teams."
Geir Arne Rodde, product owner, equinor
"We have millions of time-series data points spanning multiple plants. Harnessing time series data in our cloud-based data platform is crucial for our success. Working with the Time Series Insights team has shown that this technology has the potential to bring down data silos and accelerate use of data, spanning multiple use cases and scenarios."
Hao Gu, Chief Architect, Center for Connected Intelligent Solutions, Eaton
"Eaton is partnering with Microsoft to evaluate Azure Time Series Insights as part of our next-generation IoT analytics platform. Time Series Insights supports Eaton's exploration of sensor data by product development, data science, and research teams from a wide range of IoT devices. Its core foundational enhancements are helping Eaton accelerate the development of enterprise-grade IoT infrastructure."
Mikkel Skou, Head of Technology and Operations, DNV-GL
"Moving our Veracity industry platform from OpenTSDB to Time Series Insights will provide improved query performance, data protection, better IT/OT integration with support for asset reference models, and turnkey integration with Azure IoT Hub. This helps to reduce cost and increase operational robustness with long-term data storage in Veracity Data Fabric."
Dave Shook, President, ShookIOT
"ShookIOT believes in transforming multivendor environments and unifying industrial IoT systems with Azure Time Series Insights and ShookIOT Fusion™. In partnership with Microsoft, ShookIOT provides decades of industrial data science expertise to create world-class solutions for customers' ever-changing IoT needs."
Time Series Insights updates, blogs, and announcements
Migrate to the new version of the Azure Time Series Insights Gen2 APIs
Azure Time Series Insights Gen2 is now generally available
Notification of upcoming changes to Azure Time Series Insights web experience URL
Upcoming changes to JSON flattening and storage for new Azure Time Series Insights deployments
Recommended code changes to accommodate updates to Azure Time Series Insights