Industrial AI,
Built Into Your Data
Ask questions, generate dashboards, predict behavior, and investigate events with AI built into TDengine.
Grounded in real data
Permission-aware
Cloud or local
Trusted by 1,000 industrial companies worldwide
AI Across Your Operations
From understanding to prediction and investigation, TDengine helps you work smarter.
Ask your data
Watch introduction videoGet answers in natural language. AI Grounded in real time-series data.
Generate with AI
Watch introduction videoCreate dashboards, panels, and analyses with natural language.
Predict & detect
Watch introduction videoDetect anomalies and forecast future behavior with built-in time-series AI.
Root-cause analysis
Watch introduction videoInvestigate events, analyze patterns, and get ranked findings and actions.
AI insights
Watch introduction videoGet AI-powered explanations and summaries for any panel or analysis.
AI skills (built-in)
Watch introduction videoUse built-in skills to get work done faster across your environment.
THE FOUNDATION
What Makes AI Actually Useful in Industrial Operations?
AI needs more than access to data. It needs context to understand your operations,
knowledge to learn from your experience, and the right capabilities to get work done.
Industrial Ontology
CONTEXT
Organize your industrial assets, data, and relationships so AI can understand your plant.
Asset hierarchy
Equipment and process relationships
Standardized industrial semantics
Operational context
Knowledge Management
EXPERIENCE
Turn plant knowledge and engineering experience into reusable assets for AI.
Manuals, SOPs, and standards
Maintenance cases and troubleshooting
Expert knowledge and best practices
Knowledge graphs and relationships
Industrial Agent Runtime
ACTION
Give AI the tools, permissions, and control it needs to work with your industrial data.
Built in and BYO AI models
Tools and skills for industrial tasks
Permissions and scope control
Audit logging and traceability
CONTEXT + EXPERIENCE + ACTION
Turn industrial data and knowledge into real productivity.
Connect the AI that Works for You
Use leading cloud models or keep everything local. TDengine works with OpenAI-compatible models, Ollama, vLLM, and more.
TDengine
Asset model
Time-series data
Events & alarms
Analyses & panels
AI connection
<—————————————>
<—————————>
AI connection
Your AI
Cloud LLMs
Self-hosted LLMs
Ollama / vLLM
Private infrastructure
AI Safety You Can Rely On
Grounded in real data
AI answers are based on actual Tdengine data, not model guesses.
Human in the loop
Review and control AI-generated content before it’s saved or activated.
Permission-aware
Access is controlled by existing TDengine roles and permissions.
Keep data private
Run models in the cloud or keep everything inside your network.
Bring AI to Your Industrial Operations
Ask. Generate. Predict. Investigate. All in one plaform.
Try TDengine Free Tier
