AI-Native Industrial Data Management Platform
TDengine IDMP automatically detects your application scenario and generates dashboards, performs real-time data analysis, and monitors anomalies on its own. With TDengine, you gain an industrial AI agent that enables truly independent, real-time decision-making.
Video Tutorials
Select a component of TDengine IDMP to display a brief video tutorial
Why TDengine IDMP?
Zero-Query Intelligence
AI-powered insight generation with dashboards, metrics, and reports tailored to your scenario — you don’t even need to ask.
Fast Decision-Making
Real-time answers to any data question in natural language — no analysts, no delays, just faster paths from insight to action.
Full-Stack Solution
Integration with TDengine TSDB for end-to-end industrial data management, all in a lightweight, streamlined architecture.
Built for Enterprise
SSO, RBAC, version control, data backup, disaster recovery, and seamless connectivity with MES, ERP, and AI systems
Six Key Features
Industrial Data Modeling
IDMP digitizes physical and logical entities through a tree hierarchy. By defining entity types, attributes, and relationships, it unifies fragmented sensor, device, and system data into a semantically rich digital twin model.
Data Visualization
IDMP automatically identifies application scenarios and business priorities, recommending optimal panels and reports and eliminating the need for industry expertise and manual configuration.
Real-Time Analytics
IDMP uses AI to dynamically recommend real-time analyses with millisecond-level responsiveness. Even without domain knowledge, you can access real-time insights to support business decisions.
Event Management
IDMP automatically transforms real-time analysis results into actionable events with defined severity levels, pushing alerts to responsible personnel through an intelligent routing engine with optional confirmation.
Process Analytics
IDMP lets you run forecasting, anomaly detection, clustering, regression, and more directly in context so you can quickly pinpoint and analyze root causes, all on a unified data foundation.
Data Standardization
IDMP embeds AI throughout the platform, automatically understanding your data to proactively deliver insights. It turns every chart into actionable intelligence so anyone can quickly move from question to decision.
Built-in Scenarios
IDMP provides demo datasets for the following built-in scenarios
Renewable Energy
A centralized control system for renewable energy that brings together data from wind, solar, and energy storage sources
Wastewater Treatment
A wastewater treatment monitoring system that collects real-time data from bioreactors, membrane tanks, and influent/effluent water quality sensors
Utilities
A smart metering monitoring system that collects real-time data from electricity and water meters
Solar Power
A solar power monitoring system that collects real-time data from inverters and environmental sensors
Logistics
A fleet tracking and management system that monitors vehicle location, speed, routes, and overspeed alerts in real time
Oil & Gas
An oilfield production monitoring system that collects real-time data on well output, pressure, and water cut
TDengine IDMP in Action
Step-by-step guides show you how to build a complete system from data collection to real-time analysis with TDengine TSDB and TDengine IDMP
Try Today
Zero code. Zero SQL. Zero learning curve.
Try all features and performance for free, deployed locally or in the cloud.
Built-in sample scenarios help you validate your ideas instantly, with absolutely no barriers to entry.
