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.

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

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 Contextualization: **IDMP enriches industrial data with business semantics by dynamically linking raw data to specific business entities. It transforms low-value operational data into understandable business objects.
• **Data Standardization: **IDMP builds a unified governance framework for industrial data by using entity templates to standardize attributes, analytics, and dashboard definitions for equipment and assets.
• **Industrial 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.