Data Science

Spend your time modeling, not cleaning data

Get clean production data out of the box — and build anything you want on top of our platform with our Python integration.

Oil painting of a person with glasses sitting at a computer displaying data visualizations
Stop stitching together broken CSVs

Work with production-grade datasets instead of spending days reconciling timestamps, renaming columns, fixing units, and aligning tags.

Build your own analyses and models in Python

Use our Python integration to access curated data, feature sets, and model outputs — and then extend everything with your own code.

Leverage causal insights without giving up control

Tap into platform-level causal reasoning to understand true drivers of production issues, while staying free to run your own experiments, models, and workflows.

The fastest path from production data to your own applications

01

Start with data that’s finally clean

Skip the ETL grind. Get harmonized production datasets you can use immediately — without spending days processing raw factory exports.

02

Use causal insights without giving up your freedom

Work with the platform’s causal reasoning models and enrich them with your own code, feature engineering, and modeling approach.

03

Create your own workflows, pipelines, and applications

Design and deploy the data products you need without being limited by predefined tools.

What it could look like

 
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Data cleaning
 
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Reproducible results
 
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Faster time-to-insight

Stop chasing problems.
Stay in control.

Meet our engineers to explore how Ethon supports your operational excellence programs.