For Whom?

Plant Managers

Plant Managers often juggle operational efficiency, budget constraints, and the pressures of digital transformation. Mechanistic AI provides a straightforward way to elevate refinery performance without adding major overhead.

Decision makers

Key Advantages

  • Efficiency & Cost Savings: By filling data gaps in your distillation process, you achieve higher quality targets, reduce downtime and energy consumption – boosting profitability.
  • Rapid ROI: Many of our clients see payback in only a few months, making Mechanistic AI a low-risk investment.
  • Simple Deployment: Our solution integrates seamlessly with the DCS either using OPC UA or DA through a gateway., minimizing disruption to daily operations.
  • Support for Digitalization: Mechanistic AI aligns with broader digital transformation goals, offering a modern, data-driven approach that scales with your plant’s evolving needs.

APC Engineers

APC Engineers face constant pressure to fine-tune control loops, handle complex data, and push systems to higher efficiency. With Mechanistic AI, you gain deeper process insights without overhauling your existing architecture.

API engineers

Key Advantages

  • Advanced Control & Optimization: Our hybrid (data + process) modeling uncovers hidden variables, offering more precise control actions.
  • Seamless Integration: Mechanistic AI connects effortlessly with your APC environment via OPC UA or DA gateway, eliminating the need for major software or hardware changes.
  • Transparent Insights: Unlike black-box solutions, our grey-box approach shows how variables interact, giving you clear, actionable data.
  • Reduced Workload: We handle the bulk of model building, so you can focus on fine-tuning and process optimization rather than data wrangling.