Specialized AI for Heavy Industries

AI designed to optimize
large-scale industrial operations

MakinaRocks fuses AI with frontline expertise to power intelligent, scalable operations across shipbuilding,
steel, and chemical industries — delivering optimal solutions for the most complex industrial challenges.

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Powering the world's most forward-thinking organizations

  • Doosan
  • GS Caltex
  • Hyundai steel
  • KG Steel
  • posco
  • SK ecoplant
  • SK E&S

Our Offerings

  • Automated PLC code interpretation and verification

    Enter instructions in natural language and let AI analyze PLC code, simulate changes, and simplify even the most complex control logic for fast, accurate verification.

  • Expert knowledge internalization and operations automation

    AI captures and embeds operational know-how traditionally held by field experts. Automatically generated scenarios from process data help operators maintain consistent quality and performance.

  • Preemptive anomaly detection and predictive diagnostics

    AI identifies early signs of equipment or process anomalies to prevent shutdowns and quality losses — proposing maintenance strategies and predicting asset lifespans from real operating data.

  • Energy optimization for sustainable operations

    AI optimizes fuel and energy use across large-scale production facilities — balancing cost, emissions, and productivity to deliver truly sustainable operations.

How Specialized AI Works

1. Behavior Guiding

Tailored control logic
for industrial sites

AI builds customized control and emergency-response logic for ESD events, hazardous emissions, and more — protecting quality and productivity across continuous and batch processes while visualized decision paths enhance collaboration with engineers.

2. Agent Learning

Real-time, data-driven
autonomous optimization

AI learns from operational logs and process data to build high-precision models. Agents trained for specific equipment and processes draw on domain expertise to deliver end-to-end support across prediction, control, and alerts.

3. World Modeling

Process simulation
and risk prediction

AI simulations replicate real operating conditions, modeling equipment interactions and variable changes to derive stable, flexible strategies — predicting bottlenecks and risks before process changes or emergencies occur.

Deploying AI,
Delivering Reality

Bring real-world intelligence to life with MakinaRocks.

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