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Steel

Aluminum

Coming Soon

Mining

Coming Soon

Hydrocarbons

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PRAX deploys autonomous systems across the steelmaking process, helping operators improve cost, quality, yield, energy efficiency, and process control.
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Overview

The World's Most Important Material

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Steel is the foundation of modern civilization. Every day, steelmakers coordinate thousands of decisions across raw materials, production planning, furnace operations, logistics, quality control, and inventory management. PRAX engineers work directly alongside operators, building systems that fit the reality of the plant floor.

Applications

Products for Every Production Step

ScrapEye + ScrapChefTM

Every heat begins with the right material mix. PRAX analyzes incoming scrap, identifies material quality, and recommends the optimal charge to reduce cost while maintaining target chemistry.
Run every heat with greater consistency and confidence. PRAX continuously monitors furnace conditions, identifies developing issues, and recommends operational adjustments to improve throughput, energy efficiency, and yield.
Fine-tune steel quality before casting begins. PRAX optimizes alloy additions and ladle operations to improve chemistry control, reduce variability, and consistently meet customer specifications.
Keep production moving while protecting product quality. PRAX monitors casting operations in real time, helping operators detect abnormal conditions early and reduce defects, downtime, and interruptions.
Maximize the value of every ton produced. PRAX helps optimize rolling and finishing operations to improve quality, reduce waste, and increase overall plant productivity.
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Raw Material Management

Forward Deployed AI

View Case Studies
ArcelorMittal Hamburg facility

case study 01

ArcelorMittal Hamburg

One of Europe’s leading electric steel producers partnered with PRAX to optimize raw material planning and execution.
By combining operational data, production constraints, and machine intelligence, PRAX helped improve decision-making across the scrap management workflow while creating greater visibility into execution on the plant floor.
Raw Materials
Furnace
Secondary Metallurgy
Casting
Finished Product

Video

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CMC Steel facility

case study 02

CMC Steel

PRAX deployed autonomous optimization systems to help operators manage complex production workflows and improve operational consistency.
Built alongside plant teams and integrated directly into existing processes, the system enabled faster decision-making and greater control across critical steelmaking operations.
Raw Materials
Furnace
Secondary Metallurgy
Casting
Finished Product

Find Your Highest-Leverage Workflow

Every facility has decisions that drive disproportionate outcomes. Our team works alongside operators and engineers to identify where intelligence, automation, and control can create the greatest impact.
Book a Workflow Analysis

Beyond Steel

One Architecture.
Many Industries.

The same systems that optimize steelmaking can be applied across aluminum, mining, hydrocarbons, and other industrial operations.
Aluminum production facility

Aluminum

Coming Soon
Mining operations

Mining

Coming Soon
Hydrocarbons processing facility

Hydrocarbons

Coming Soon

©2026 Copyright PRAX. All rights reserved

Technology
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Steel
Aluminum

Coming soon

Mining

Coming soon

Hydrocarbons

Coming soon

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Technology
Industries

Steel

Aluminum

Coming soon

Mining

Coming soon

Hydrocarbons

Coming soon
Company

Media

Careers

Social

LinkedIn

X

©2026 Copyright PRAX. All rights reserved