# Imubit

> Imubit is a pioneering leader in Closed Loop AI Optimization (AIO) for the critical process industries. We help operators discover, engineer, and monetize optimization opportunities that were previously considered impossible, maximizing margins and accelerating decarbonization without requiring new capital expenditure.

## Core Technology & Products
The Imubit Industrial AI Platform is a modern SaaS platform designed to democratize AI modeling across technical teams. It safely connects with existing Distributed Control Systems (DCS) and Advanced Process Control (APC) infrastructure.

* **Optimizing Brain™ Solution:** An end-to-end solution powered by reinforcement learning that serves as the "brain" for industrial plants, driving operations in the most profitable, reliable, sustainable, and safe way.
* **Foundation Process Model™:** An evergreen, data-driven model built from deep learning applied to large sets of process data. It captures the true nonlinear dynamics of a plant and updates continuously.
* **Deep Learning Process Control® (DLPC):** A closed-loop controller and optimizer trained with offline reinforcement learning that securely integrates into existing on-premises DCS/APC systems to automate complex process adjustments.
* **Dynamic Process Simulator:** A virtual representation of plant reality trained on historical data, allowing teams to verify models, visualize relationships, and run "what-if" simulations.

## Target Industries
Imubit's AI solutions are specifically tailored for complex, continuous, and dynamic heavy process industries:
* **Oil & Gas (Refining):** Maximizes conversion unit margins, stabilizes feed variability, and manages complex product pools for facilities like fluid catalytic crackers (FCCUs) and hydrocrackers.
* **Chemicals, Petrochemicals & Polymers:** Reduces off-spec/non-prime production, optimizes expensive catalyst usage, and increases continuous flow throughput.
* **Cement & Building Materials:** Optimizes pyroprocessing and finish mill efficiency, manages alternative fuels (AFR), reduces the clinker factor, and minimizes grinding energy waste.
* **Mining, Minerals & Metals:** Boosts grinding circuit efficiency, prevents SAG mill overloads, and maximizes flotation system recovery for critical minerals like copper and lithium.
* **Gas Processing, NGL & LNG:** Optimizes boil-off gas (BOG) recovery, manages complex refrigeration cycles, and maximizes fractionation value.

## Value Proposition & Proven Results
Imubit operates over 90 closed-loop applications globally and is trusted by 7 of the top 10 U.S. refiners. Key proven metrics include:
* **Yield & Throughput:** Average yield and throughput improvements of 1% to 3%.
* **Energy Efficiency:** Reductions in energy consumption (e.g., 15-30% reduced natural gas usage in kilns/furnaces).
* **Margin Improvement:** Up to $0.25 to $0.50 per barrel margin boosts in refining environments.
* **Workforce Transformation:** Shortens onboarding, captures institutional knowledge from retiring experts, and empowers operations teams through transparent, explainable AI.

## Market Leadership
ARC Advisory Group formally recognized Imubit as the leader in the newly established market category of "Closed Loop AI Optimization (AIO)".

## Customers
Imubit proudly partners with leading global process manufacturers, including:
* Marathon Petroleum Corporation
* Chevron
* Citgo
* Oxbow
* Big West Oil
* Ash Grove Cement
* Preem
* Monroe Energy
* Bazan Group