Software from the Leaders in Closed Loop AI Optimization

Powering Process Industry Innovation

Imubit Industrial AI Platform
A modern SaaS platform providing a collaborative environment to democratize AI modeling across technical teams.

Dynamic Process Simulator

Virtual representation of true plant reality trained on years of actual plant process data, guided by first principles.

  • Visualize the learned relationships between process variables
  • Verify model compliance with fundamental first principles
  • Visualize model error and run what-if scenarios
  • Share specific time periods or simulated scenarios with teammates
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Reinforcement Learning Controller

Deep learning neural network, trained to the equivalent of 10,000+ years of operator experience.

  • Human-like intuition acquired over millions of trial-and-error scenarios in the Dynamic Process Simulator
  • Trained on randomized constraints, unit conditions, and prices within the operating envelope
  • Able to optimize over a wider space compared to past operations

Performance Dashboards

Fast real-time insights into model performance metrics like availability, engagement, and uptime.

  • Browse and compare time series visualizations of process variables
  • Visualize constraints to show which variables are preventing further optimization
  • Compare application bound values versus true operating limits to prompt conversation
  • Customize KPI displays to highlight user-relevant metrics and economic drivers
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Imubit Academy

An educational resource for users who want on-demand learning to keep on pace with today’s rapid AI technology evolution.

  • Learning Management System (LMS) for all Optimizing Brain software components
  • Topics ranging from foundational through advanced AI concepts
  • Deep library of expert-led instructional demo videos
  • How-to product documentation for full suite of Imubit products and applications
Imubit Industrial Solution Applications
Industrial use cases beyond closed loop optimization, powered by the Imubit Industrial AI Platform.

Operator Optimization Training

Not your average OTS. Your data, your process challenges, under every possible operating scenario.

  • Teaches the relative nuance of your specific operating conditions, not just 1st principles
  • Continuously updates to keep operators up-to-speed with the best optimization strategies for the current situation
  • Provides experience handling conflicting constraints
  • Improves understanding of unit economics

Planning Tool Augmentation

From weekly or monthly to continuous model updates.

  • Dynamic Process Simulator contains all necessary correlations to keep the Linear Program (LP) up to date
  • Provides relationships for a single case sensitivity analysis (scenario filter)
  • Provides a holistic overview of the best correlations for forward planning

Process Degradation Insights

Visual representations of the Imubit AI model show changes in process variable relationships over time

  • Dynamic process model shows every possible relationship between a given set of variables over time
  • Interactive gain histograms and time series visualizations uncover previously unknown implications of process, operations, materials, or equipment changes
  • Some of the gradual degradation scenarios include catalyst degradation, heat exchanger fouling, and heater coil coking
Imubit Deep Learning Process Control
A closed loop controller and optimizer, trained with offline reinforcement learning, and securely integrated into existing on-premises DCS or APC infrastructure.

Operator User Interface

A modern operator UI with a tabular view for dense data and graphical view to see process predictions.

Engineering Configuration User Interface

No-code environment to tune and configure controller priorities, inferential biases, and human logic to further optimize your model.

A new approach to process optimization

The Imubit Industrial AI Platform is an AI process optimization technology that enables technical teams to discover, engineer and monetize process optimization opportunities considered impossible until now. As the first technology of its kind in the industry, our proven solution allows process industry companies to interconnect their people and processes to optimize their most dynamic and profitable units and capture millions of dollars in annual margin.

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