RLA Control Tower

GenAI Meets RL for Autonomous Optimization

The RLA Control Tower is where Generative AI (GenAI) and Reinforcement Learning (RL) come together to create a vertical-specific AI solution tailored to industries like manufacturing, energy, and refinery. It delivers real-time, autonomous optimization, helping businesses make data-driven decisions that maximize efficiency and profitability.

A sleek Control Tower interface with multiple screens showing AI alerts, real-time data, and charts, illustrating seamless AI and human collaboration.

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Key Features

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Question-Based Interaction

Operators can ask natural-language questions (e.g., “Why did throughput drop?”), and the system responds with real-time insights.

An operator typing a natural-language query on the Control Tower console (e.g., “Why did throughput drop?”) with the AI responding on the screen, displaying real-time data and suggestions.

AI-Generated Alerts & Root Cause Analysis

The Control Tower provides automated alerts with full root cause analysis and prescriptive actions for quick resolution.

A dynamic screen showing an alert triggered by AI, with a root cause analysis flowchart and recommended actions listed next to it.

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Explainable RL Recommendations

Every decision is backed by explainable AI, helping operators understand the reasons behind actions (e.g., “Increase throughput due to supply spike”).

A split-screen visual showing the recommendation on one side (e.g., “Increase throughput by 10%”), and an explanation on the other (e.g., “Due to forecasted supply increase”), with graphs supporting the data.

Operator Override

While the platform runs autonomously, operators can override decisions, combining AI insights with human judgment.

A screen where the operator manually overrides an AI recommendation, adjusting a slider or inputting a new value while reviewing AI-generated suggestions.

Pre-Built Workflows & Prompts

Quickly execute tasks with pre-built workflows and prompts, cutting down on decision-making time and improving efficiency.

A workflow screen showing a list of pre-built tasks (e.g., “Optimize Energy Usage”) with prompts appearing dynamically for the operator to click and execute tasks instantly.

Why It’s Unique: The Future of Vertical AI

The Seeloz Control Tower sets itself apart as a truly integrated vertical AI solution designed specifically for industries like manufacturing, energy, and refinery. It’s not just a generic AI platform—it’s built to handle the unique complexities of industry-specific operations with real-time, autonomous optimization. Here’s why it stands out:

1. Complete Integration of GenAI and RL

While most platforms either use machine learning for predictions or AI for automation, the Control Tower seamlessly integrates Generative AI for contextual insights and Reinforcement Learning for continuous optimization. This creates a self-learning system that doesn’t just automate—it learns, adapts, and recommends actions that align with your business objectives.

2. True Autonomy with Human Oversight

Unlike conventional automation systems, the Control Tower offers full autonomy with human validation. RL agents autonomously manage complex operations, yet operators can review and override decisions when necessary, ensuring the perfect balance of human intelligence and machine efficiency.

3. Tailored for Vertical Industries

The Control Tower is designed specifically for vertical-specific operations. Whether it’s managing refinery throughput, optimizing gas distribution, or fine-tuning manufacturing schedules, the platform offers pre-configured agents and workflows that understand the nuances of each industry.

4. Explainable AI for Trust and Transparency

Many AI platforms operate as black boxes, leaving operators uncertain about how decisions are made. The Control Tower offers explainable AI by providing clear, data-backed reasoning for every action and recommendation, ensuring operators can trust the system and understand the logic behind every decision.

5. Scalability Across Complex Systems

As organizations grow, the Seeloz Control Tower scales effortlessly to manage increased complexity without sacrificing performance. Whether you are managing a single facility or a global network, the Control Tower continuously learns and optimizes to handle larger volumes of data, more complex decision trees, and expanded operational scopes.

6. Faster Time to Value

The Control Tower’s vertical-specific configuration means companies can achieve faster time to value compared to general AI systems. Instead of lengthy customization phases, the pre-configured workflows, combined with rapid deployment, allow businesses to see immediate benefits in terms of cost reductions, operational efficiency, and decision-making agility.

Agent Suites: Optimizing Industry-Specific Operations with CAIA

RLA’s Agent Suites deliver tailored AI solutions for diverse industries, transforming operations through Collaborative AI Automation (CAIA). From energy to manufacturing, our suites provide real-time, autonomous optimization, driving cost reductions, operational efficiency, and profitability. Each suite leverages Reinforcement Learning (RL) to ensure that businesses achieve the highest levels of performance.

Side-by-side comparison between a traditional automation system and the Seeloz Control Tower. On the left, show a typical system with delayed alerts, manual adjustments, and limited insights. On the right, the Seeloz Control Tower delivering real-time alerts, explainable AI recommendations, proactive anomaly detection, and seamless human-AI collaboration.

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