Who We Are
RL Core is a deep tech company bringing real-time autonomous optimization (RTAO) to industrial control. RL Core is reimagining intelligent control with reinforcement learning.
We provide a lightweight, easy-to-integrate, on‑prem Reinforcement Learning (RL) agent that is easy to deploy, learns continuously, writes safe, guard-railed setpoints, updates recommendations based on outcome, and delivers ROI within weeks without building any complex AI models or expensive consultants.
Our Vision
Our vision is to empower every plant to be more productive and run adaptive, self-optimizing processes—continuously, affordably, and without specialist intervention. We are reimagining intelligent control for industrial systems by allowing them to shift from “good enough” control to continuously self-optimizing operations.
Value We Deliver
We are the intelligence layer that democratizes optimization for industrial control.

Value We Deliver
We are the intelligence layer that democratizes optimization for industrial control.
RL core empowers engineers to deploy AI at a rapid speed on existing assets and see value within days/weeks, instead of quarters. RL core gives you speedy and more impactful optimization at a fraction of typical RTO costs without the need for heavy models, new hardware, or expensive consultants.
RL Core helps optimize existing assets. Replicates the solution loop across processes and sites with collaborative agents without the help of complex models or new hardware. Above all, RL Tune runs autonomously, requiring very minimal maintenance, while providing maximum outcome. RL Core aims to build autonomy incrementally in industrial control, one process at a time.
RL Tune learns on-prem with proper cybersecurity that allows the data to remain in the plant. It continuously adapts to changes in plant dynamics and conditions following the user-defined guardrails with an operator-first approach. It easily switches between modes and provides smart alerts for an efficient optimization process. It accesses the robust data pipeline to handle sensor dropout and noise while being auditable and transparent to the user.
RL Tune: Intelligence Layer for Industrial Control

The Problem
On the other hand, it is extremely complex and expensive to devise and maintain advanced process controls and digital twin solutions to optimize industrial controls for higher efficiency.

Our Solutions

Our Approach

Our Impact
RL Tune does not need complex models or expensive consultants to carry out the deployment process, making it a cost-effective solution for the plant and operations leaders who need reliable savings and stability.
It provides autonomy to the operators and process engineers by looping them into the learning process of the agent.

The Problem
On the other hand, it is extremely complex and expensive to devise and maintain advanced process controls and digital twin solutions to optimize industrial controls for higher efficiency.

Our Solutions

Our Approach

Our Impact
RL Tune does not need complex models or expensive consultants to carry out the deployment process, making it a cost-effective solution for the plant and operations leaders who need reliable savings and stability.
It provides autonomy to the operators and process engineers by looping them into the learning process of the agent.
Meet Our Leaders and Deep Tech Experts
RL Core technology brings Real-Time Autonomous Optimization (RTAO) to industrial control that makes your plant continuously learn and run better, with a team deeply specializing in reinforcement learning for industrial control.

Martha White
CEO & Co-Founder

Adam White
CTO & Co-Founder

Ganesh Rao
President & CPO

Nils Smit
Controls Engineer

Andy Patterson
ML Lead

Basak Mutlum
VP of Product

Bhavnesh Patel
VP of GTM, Sales