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⇱ InfluxDB for Machine Learning and AI


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NEW Announcing InfluxDB 3 + Litmus Edge: Industrial AI at the Edge.

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Physical AI runs on time series

Train AI models with granular sensor data to detect anomalies, predict failures, and optimize systems.

AI needs context. Time provides it.

High-resolution data is the foundation of real-time detection, prediction, and response. InfluxDB continuously captures that data, enabling systems to learn faster, adapt and take immediate action.

Time series is how AI sees what matters, and responds without missing a beat.

InfluxDB 3 turns high-resolution data into real-time operational intelligence

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High-speed ingest

Built to sustain continuous high-frequency ingest across millions of series with fewer resources and lower costs.

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Real-time querying

Sub-second analytics across any time range enables immediate action against anomalies and long term optimization.

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High-performance storage

Retain high-fidelity data at scale without the cost or complexity.

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Unlimited cardinality

Process millions of high-resolution signals per second, from LiDAR and cameras to IoT and resource telemetry, with unlimited tags.

InfluxDB is the database for real-world AI

Build, train, and automate right from the database

Drive Automation with the Processing Engine

Turn InfluxDB 3 into an active intelligence layer. Run custom Python logic to detect anomalies and trigger events, driving downstream actions directly from the database.

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Integrate Time Series with LLMs and Agentic AI

With the InfluxDB 3 MCP server, developers can use large language models or agentic AI to query time series data and manage infrastructureβ€”no custom code required.

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Build Better mModels with Real-Time and Historical Data

Combine fast-moving signals with long-term trends to train, adapt, and deploy more accurate models. InfluxDB 3 integrates real-time and historical data, so you can build AI workflows without stitching together multiple tools.

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Query Faster with Natural Language

Use the InfluxDB 3 Explorer UI to run ad hoc queries in natural language or SQL, build visualizations, and interactively explore your time series data.

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Deploy anywhere

Whether you’re building on-prem, private cloud, edge, or multi-tenant cloud, InfluxDB meets developers where they are.

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