WINDMASON ARABIA CO.
EcoEdge AI
What is EcoEdge AI?
EcoEdge AI is a compact, AI-powered device designed to bring intelligent automation to HVAC systems. It collects data from multiple sources—including occupancy, outdoor climate, time of day, and user preferences—and uses advanced algorithms to predict the optimal system settings. The device functions independently, making real-time decisions to maximize efficiency and comfort without requiring manual intervention.
What sets EcoEdge AI apart is its use of Model Predictive Control (MPC), allowing it to anticipate future demands and adjust accordingly. This is a massive leap forward compared to traditional Building Management Systems (BMS), which operate on fixed rules and often lead to energy wastage and equipment wear. EcoEdge AI offers a future-proof HVAC solution tailored for the high-performance demands of buildings in the Middle East.
With sustainability becoming a central pillar in Saudi Arabia’s Vision 2030, energy efficiency and carbon reduction are more critical than ever. EcoEdge AI aligns perfectly with these goals by enabling buildings to reduce energy use without compromising on performance.
EcoEdge AI acts as a proactive brain for HVAC systems by:
HVAC Optimisation
- Monitoring zone-level conditions
- Adjusting valve positions, fan speeds, and cooling loads
- Provides real-time system monitoring and data analytics
- Reduces HVAC energy consumption by up to 30% zone-level conditions
- Predicting future demands using AI-based Model Predictive Control (MPC)
- Detecting anomalies such as overcooling, stuck valves, or energy leakage
- Cuts carbon emissions and qualifies buildings for green certifications
- Preventing faults before they happen and ensure balanced thermal comfort without excessive energy use.
Key Features
These features make EcoEdge AI a standout solution in the market. The real-time AI optimization ensures that your HVAC systems are never overworking or underperforming, leading to significant energy savings. Seamless integration with your current infrastructure means no major overhauls, just quick and smart deployment. And with local edge processing, your building gets instant, secure, and intelligent control without relying on cloud connectivity.
AI Optimization
Adjusts HVAC settings continuously using predictive learning for peak energy efficiency and comfort. It learns from usage patterns, outside weather, and occupancy to fine-tune airflow, temperature, and load management. This ensures minimal energy waste while keeping indoor environments consistently comfortable.
Intelligence
Easy installation with existing BMS/BAS using industry-standard communication protocols. The device connects via BACnet, RS485, USB, and Ethernet, allowing quick deployment without disrupting existing operations. Its compatibility with both modern and legacy systems makes it ideal for any project.
System Integration
Processes data locally with ultra-fast response using Jetson Xavier NX supercomputer. This edge computing capability allows for real-time decision-making without relying on cloud servers, ensuring faster control actions, reduced latency, and better data privacy for your building systems.
Smarter than BMS
Unlike conventional Building Management Systems that use static, rule-based control, EcoEdge AI leverages machine learning and real-time feedback to intelligently adjust HVAC parameters using its advanced self-learning model.
Dynamic Optimisation
With dynamic parameter optimization, EcoEdge AI adjusts airflow, temperature set-points, and cooling demand based on actual occupancy and climate data, reducing energy waste and improving user comfort.
Smart Controls. Smarter Buildings.
EcoEdge AI doesn’t just monitor, it thinks ahead. Traditional HVAC systems struggle to maintain comfort efficiently, often overcompensating and causing unnecessary energy use or wear on system components. With EcoEdge AI, the system learns from real-time feedback and future usage patterns, delivering stable temperatures and improved comfort while using less energy.
The device also features built-in anomaly detection. If it detects inefficiencies such as leaking valves or inconsistent zone temperatures, it flags them for maintenance before they escalate into bigger issues. This proactive maintenance helps reduce operational disruptions and extends HVAC lifespan.
Windmasan: Official Partner for EcoEdge AI
Windmason Arabia is proud to be the exclusive partner of EcoEdge AI in the Kingdom of Saudi Arabia. Our experienced team specializes in fast, efficient deployment of EcoEdge AI across all sectors from healthcare and education to retail, hospitality, industries and government buildings.
We start with a detailed site assessment to analyze your building’s current HVAC performance. Within just 3 to 5 days, we integrate the EcoEdge AI device and deliver a full dashboard for monitoring savings, comfort levels, and carbon reduction in real-time. As your local partner, Windmason Arabia ensures Installation, commissioning ongoing support, system tuning, and performance optimization tailored to the unique climate challenges of the region.
Download EcoEdgeAI Catalogue
Ready to explore more? Download the official EcoEdge AI catalogue and discover the full capabilities, technical specifications, and use cases that make this device a must-have for modern energy-efficient buildings.
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Frequently Asked Questions (FAQ)
Windmason EcoEdge AI, one of the leading AI-driven HVAC optimization systems, uses smart predictive algorithms that manage indoor climate while staying within a defined Delta T band. This ensures maximum HVAC energy efficiency without compromising on thermal comfort, a key factor in smart building management in Saudi Arabia. When Delta T is at risk, EcoEdge AI identifies terminal units nearing comfort limits and optimizes them to maintain energy balance and performance.
Yes, absolutely. EcoEdge AI enhances HVAC performance in real-time by eliminating energy waste from unnecessary heating or cooling. It considers outdoor climate conditions, building occupancy, and system behavior to adjust settings dynamically while maintaining a stable Delta T.
Moreover, it fine-tunes the fan speed of AHUs and FCUs, which helps achieve HVAC energy reduction goals, a top priority in smart facilities in the Middle East.
Depending on the building size, available controls, and the extent of system optimization, energy savings can range between 10% to 30%. Even with Delta T constraints, EcoEdge AI ensures optimized HVAC output, making it a leading solution for energy-saving HVAC systems in the GCC region.
Using advanced IoT sensors integrated with AI-based HVAC, Windmason EcoEdge AI detects abnormal return air temperature (RAT) patterns and responds by adjusting dampers and VAV valves. If physical sensors are unavailable, the system identifies anomalies using AI and sends alerts to facility managers. This approach ensures intelligent HVAC control in commercial buildings across Saudi Arabia.
EcoEdge AI reads existing BMS thermostat data where door/window sensors are installed. For setups lacking this infrastructure, the system detects sudden shifts in RAT and responds by adjusting system behavior to prevent energy loss. This makes it an ideal choice for AI-powered HVAC for hospitality and tourism sectors in the Middle East.
Energy consumption is tracked through building meters and HVAC system data. A pre-installation energy performance baseline model is created, and energy usage post-installation is measured against this to provide clear, verifiable savings, fully aligned with smart energy management standards in Saudi Arabia.
EcoEdge AI uses proprietary machine learning algorithms to control only HVAC-related operations. By isolating and analyzing the HVAC load independently, we provide a transparent view of the AI system’s direct contribution to energy savings which is a critical factor for green building certification in KSA and UAE.
We use the International Performance Measurement and Verification Protocol (IPMVP) to build an accurate baseline that factors in occupancy, temperature, and weather conditions. This approach ensures a fair comparison to measure actual energy efficiency improvements using AI-based HVAC optimization.
EcoEdge AI adjusts for changing weather conditions using localized climate data. This ensures that smart HVAC analytics reflect accurate energy savings—even during extreme summer heat, which is especially relevant for energy-conscious buildings in the GCC.
Typically, the unit is placed in a centralized location like a server room or near the BMS control panel. It integrates seamlessly via standard communication protocols and works as an edge AI controller for smart HVAC systems, ideal for industrial facilities and high-performance buildings in the Middle East.