Fero Labs AI features, pricing and GDPR (October 2026)

Fero Labs provides process optimization software for industrial manufacturers in steel, chemicals, oil and gas, cement and consumer goods. Engineers use explainable machine learning to find root causes, simulate process changes and set better setpoints for quality, cost and emissions.

Fero Labs' platform automates data preparation and process mapping and gives engineers white-box models that show their reasoning. It supports root cause analysis, predictive simulation and real-time optimization that stays under the control of the engineers. The company has offices in New York, Pittsburgh and Düsseldorf and names customers such as Covestro, Celsa Nordic, Henkel, Gerdau, Vallourec and Uniper. It has completed a SOC 2 Type II audit.

• Explains what drives process resultsWhite-box machine learning models show which process variables influence quality, yield or energy use and how strongly. Process engineers can check the reasoning against their own knowledge before acting.
• Finds root causes of deviationsWhen a batch or heat goes out of spec, the root cause analysis points to the conditions that changed. Engineers diagnose problems faster than with manual trend comparisons.
• Recommends setpoints in real timePredictive simulation tests setpoint changes against the model and recommends the combination that meets targets for quality, cost or emissions. Operators adjust production with evidence while engineers keep control.

• Uses explainable white-box models so engineers can follow each recommendation.
• Offers a 14-day complimentary trial in the pilot process before a first-year license.

Fero Labs is based in New York with an office in Düsseldorf and names German customers such as Covestro, Henkel and Uniper.

Check how Fero connects to your historian and laboratory data and whether it runs in the cloud or on site, since the public pages do not say. Hosting region and data processing terms are not published; ask before sharing process data. Setpoint changes affect safety and product quality, so keep sign-off with engineers.

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