AI-Native Data Platform for the Industrial IoT
TDengine™ delivers a AI-driven full-stack solution for real-time operational insight into your industrial systems, built on a high-performance time-series database enriched with the context that turns data into action.
Trusted by over 500 industrial companies worldwide
Why TDengine?
AI-Ready Data Platform
TDengine connects to sources like OPC, MQTT, and Kafka with built-in ETL for cleaning and transforming data. Its tree hierarchy, reusable templates, and rich metadata bring contextualization and standardization to your data and help you prepare your business for AI-driven innovation.
Learn more10x Performance at 10% Cost
TDengine is built for time-series data, with a specialized storage engine that outperforms general-purpose databases in data ingestion, querying, and compression. Its efficient architecture with automated tiered storage and S3 support minimizes data footprint and significantly reduces your storage costs.
From Raw Data to Real-Time Insight
TDengine supports standard SQL and a rich set of time-series functions, with a built-in stream processing engine for millisecond-level analytics. AI agent TDgpt enables forecasting and anomaly detection in a single SQL statement, powered by machine learning and time-series foundation models.
Zero-Query Intelligence Lets Data Speak
TDengine understands your business context and automatically generates dashboards, reports, and real-time analyses without requiring manual setup or domain expertise. Our AI agent pushes relevant insights directly to you, making advanced data analytics accessible to everyone.
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Open Ecosystem, Unlimited Connectivity
TDengine is built on an open-source core and integrates with a rich ecosystem of third-party BI, AI, and other products over open interfaces. It supports industrial protocols like MQTT and OPC, making it easy to unify data across systems and sites, and ensures you stay free to build and scale without vendor lock-in.
Open ecosystemTDengine Architecture
TDengine consists of two independent products seamlessly integrated:
TDengine TSDB can independently connect to various data sources and interface with other applications through JDBC, ODBC, and REST APIs.
In the future, TDengine IDMP will be able to connect to a wide range of third-party databases as well as TDengine TSDB.
Modern Solutions for Industrial Applications
Predictive Maintenance
TDengine provides a high-performance data foundation for predictive maintenance, enabling faster detection of failure trends, reducing unplanned downtime, and improving maintenance planning across systems.
Condition Monitoring
TDengine collects and analyzes operational data in real time, helping detect early signs of failure, trigger timely alerts, and extend the lifespan of critical assets through data-driven maintenance decisions.
Operational Efficiency
TDengine improves operational efficiency by reducing delays, eliminating data bottlenecks, and enabling real-time decision-making to support continuous improvement across complex environments.
Data Encryption
Role-based Access Controls
IP Whitelisting
Data Backup & Restoration
Disaster Recovery
24/7 Support
Security & Compliance
Learn MoreProudly Open Source
TDengine TSDB-OSS, a fully open-source time-series database that includes clustering capabilities, serves as the foundation for all our paid offerings. Along with our vibrant open-source community, TDengine TSDB-OSS continues to innovate in the field of time-series data management.
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Latest Updates
To assess the performance of TDengine OSS, a performance evaluation was conducted based on the Time Series Benchmark Suite.
TSBS IoT Performance Report: TDengine, InfluxDB, and TimescaleDB
by Jeff Tao
July 25, 2025
Compare InfluxDB, TDengine, TimescaleDB, and others. Learn how to choose the right time-series database for your use case.
How to Choose the Best Time Series Database
by Jeff Tao
July 24, 2025
TDengine offers seamless integration with PostgreSQL, enabling efficient migration of historical data as well as real-time synchronization.
Replicate Data from PostgreSQL to TDengine
by Joel Brass
July 18, 2025
TDengine can efficiently read data from MySQL and write it into TDengine, enabling migration of historical data as well as synchronization of real-time data.
Replicate Data from MySQL to TDengine
by Joel Brass
July 15, 2025
This article compares relational database management systems with time-series databases.
Relational Databases vs. Time-Series Databases
by Jim Fan
July 15, 2025
Integrating TDengine with ThingsBoard enables seamless data collection, storage, analysis, and visualization for industrial IoT scenarios.
Integrate TDengine with ThingsBoard
by Jim Fan
July 14, 2025
TDengine offers a variety of backup and restore methods tailored to different scenarios, from lightweight exports to full-scale disaster recovery solutions.
Backing Up Your TDengine Database
by Joel Brass
July 10, 2025
This article demonstrates how to interconnect Prometheus and TDengine.
Interconnecting TSDBs: Prometheus and TDengine
by Jim Fan
July 2, 2025
In this post, we’ll walk through how to integrate Node-RED with TDengine and build a simple application for real-time alerts.
Build Smarter IoT Workflows with TDengine and Node-RED
by Joel Brass
June 25, 2025
