Eigen Ingenuity Python SDK

Bring Industrial Data into Your Python Workflows

The Eigen Ingenuity Python SDK gives you direct access to your industrial data right inside Python.

From historian queries to asset models and event data, everything is available through a single, consistent API, making it easy to integrate operational data into analytics, automation, and machine learning workflows.

Modern engineering and data analytics teams rely on Python. The Eigen SDK connects your operational data to the tools you already use, so you can:

What you can do:

Work with Time-Series Data

Access current values, query historical data, and perform aggregations across any time range all programmatically.

Explore the Asset Model

Navigate your asset structure, retrieve associated measurements, and understand relationships between assets and instruments.

Manage Events

Query, create, and manage events directly from Python to support monitoring, alerting, and reporting workflows.

Connect Across Data Sources

Access historian, SQL, and asset data through a unified interface no need to manage multiple integrations.

Designed for Real-World Use

The Python SDK is built for engineers, data scientists, and developers who need reliable access to industrial data:

Modular and Flexible

The SDK is structured into dedicated modules, each designed to interact with a specific part of the Ingenuity platform:

Get Started

With support for common data and authentication libraries, the SDK integrates smoothly into your existing stack whether you’re building notebooks, services, or production pipelines.

Stop exporting data and start engineering with it.

Try our Ingenuity Sandbox for FREE!

Explore features of Ingenuity 7 on simulated production and operations data as well as on a set of open live data APIs.

No downloads required…

And it’s free – no credit card needed!

See Ingenuity in Action

From live dashboards to knowledge graphs and automated workflows, everything you need to turn raw data into operational insight is in one place.

Take the tour to explore the key features and get in touch to book a demo.

Step 1 of 10

Welcome to Ingenuity

Your starting point in Ingenuity. Navigate the platform, understand key features, and see how your data connects across the system.

Step 2 of 10

Fully Customizable Dashboards

Build clear, real-time operational dashboards that visualise performance, KPIs and trends for teams and large display screens.

Step 3 of 10

Understanding Your Charts

Instantly explore time-series data with powerful interactive charts designed for rapid analysis and operational insight.

Step 4 of 10

On the Fly Calculations

Build advanced calculations and synthetic signals with configurable functions using a drag and drop interface to generate new insights from existing data.

Step 5 of 10

Your Asset Model

Navigate complex asset structures with a model-driven view linking equipment, data sources and operational context.

Step 6 of 10

Your Knowledge Graph

Contextualise data with a powerful digital knowledge graph linking assets, documents, sensors and operational systems.

Step 7 of 10

Configure Your Data Sources

Seamlessly connect historians, databases and APIs through a fully configurable data layer for real-time operational analytics.

Step 8 of 10

Your Event Browser

Explore and understand the events that shape your operations. Search, filter, and inspect raw event data over any time window.

Step 9 of 10

Custom Workflows with Scripts

Automate workflows, integrate systems and process data using a powerful low-code visual scripting environment.

✓

You've seen what Ingenuity can do.

From real-time dashboards to knowledge graphs and scriptable workflows, Ingenuity brings your operational data to life. Ready to see it with your own data?

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Ingenuity 7.0