Real-Life Success Stories
Etihad Rail: Outrunning Desert Wear with Cognitive Maintenance
How the operator of the UAE's national railway evolved from reactive troubleshooting to proactive, AI-powered machine health, and recovered its entire deployment budget many times over inside a single trial.
Read MoreInfrastructure Facilities
AI-Powered Exhibit Monitoring at Science Centre Singapore
Interactive exhibits are complex, high-usage systems. Motor failures, screen hangs, control system crashes, and accelerated hardware wear are inevitable. But, discovering them only after they've already disrupted the visitor experience is not. Science Centre faced a compounding set of operational challenges. Find out how Groundup.ai's Cognitive Maintenance solution helped.
Read MoreInfrastructure Facilities
Reducing Unplanned Downtime in Doha Metro with AI-Powered Cognitive Maintenance
RKH Qitarat, operator of the Doha Metro relies on a massive network of Air Handling Units (AHUs) and Fan Coil Units (FCUs) to maintain climate control, air quality, and passenger comfort across its stations and facilities. These systems are
Read MoreInfrastructure Facilities
Preventing Multi-Line Downtime for Coca-Cola in Saudi Arabia with AI-Powered Cognitive Maintenance
A cornerstone of the global food and beverage industry, The Coca-Cola Bottling Company of Saudi Arabia operates one of the region's largest and most sophisticated production networks. Renowned for their commitment to quality and innovation, they manage an extensive portfolio ranging from soft drinks to energy beverages, all while maintaining a rigorous focus on operational sustainability.
Read MoreBeverage Manufacturing
Advancing Smart Infrastructure with AI-Driven Cognitive Maintenance
Groundup.ai deployed proprietary IoT sound sensors and AI platform GINA to analyze real- time machine acoustics and detect sound anomalies that could indicate internal wear, misalignment, or developing faults.
Read MoreInfrastructure Facilities
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Etihad Rail: Outrunning Desert Wear with Cognitive Maintenance
How the operator of the UAE's national railway evolved from reactive troubleshooting to proactive, AI-powered machine health, and recovered its entire deployment budget many times over inside a single trial.

AI-Powered Exhibit Monitoring at Science Centre Singapore
Interactive exhibits are complex, high-usage systems. Motor failures, screen hangs, control system crashes, and accelerated hardware wear are inevitable. But, discovering them only after they've already disrupted the visitor experience is not. Science Centre faced a compounding set of operational challenges. Find out how Groundup.ai's Cognitive Maintenance solution helped.

Reducing Unplanned Downtime in Doha Metro with AI-Powered Cognitive Maintenance
RKH Qitarat, operator of the Doha Metro relies on a massive network of Air Handling Units (AHUs) and Fan Coil Units (FCUs) to maintain climate control, air quality, and passenger comfort across its stations and facilities. These systems are

Preventing Multi-Line Downtime for Coca-Cola in Saudi Arabia with AI-Powered Cognitive Maintenance
A cornerstone of the global food and beverage industry, The Coca-Cola Bottling Company of Saudi Arabia operates one of the region's largest and most sophisticated production networks. Renowned for their commitment to quality and innovation, they manage an extensive portfolio ranging from soft drinks to energy beverages, all while maintaining a rigorous focus on operational sustainability.

Advancing Smart Infrastructure with AI-Driven Cognitive Maintenance
Groundup.ai deployed proprietary IoT sound sensors and AI platform GINA to analyze real- time machine acoustics and detect sound anomalies that could indicate internal wear, misalignment, or developing faults.

Driving Cognitive Precision in Chemical Manufacturing for DuPont
DuPont partnered with Groundup.ai to implement an AI-based Cognitive Maintenance solution, leveraging our proprietary IoT sensors and AI analytics engine. The deployment included real-time monitoring of vibration, sound, and temperature data from key machinery, particularly pumps

Snack Food Giant Frito-Lay Optimizes Performance with Cognitive Maintenance
To tackle these challenges, Frito-Lay rolled out a pilot Groundup.ai Cognitive Maintenance program across all machines in four distinct Frito-Lay plants

Preventing Downtime for Wings Group - FMCG Manufacturing with AI-Powered Cognitive Maintenance
To address these challenges, Wings Group partnered with Groundup.ai to implement a phased rollout of our Cognitive Maintenance solution, beginning with 10 IoT sensors and scaling up to over 100 sensors across the production line

Reducing Unplanned Downtime in Airport Ground Operations with AI-Powered Cognitive Maintenance
To address these pain points, the airport partnered with Groundup.ai to implement a sound-first Cognitive Maintenance solution.

The Republic of Singapore Navy: Enhancing Asset Reliability with AI-Driven Maintenance for Critical Shipboard Systems
RSN partnered with Groundup.ai to deploy its Cognitive Maintenance System on key equipment aboard its vessels, expanding its AI-first maintenance initiative. The system leverages IoT sound sensors and GINA, our AI engine, to detect sound anomalies that signal developing faults

Enhancing the Republic of Singapore Navy’s Operational Readiness Through Cognitive Maintenance
RSN partnered with Groundup.ai to implement a fleet-wide Cognitive Maintenance System, starting from a small-scale deployment that quickly expanded to all relevant assets.

Predictive Maintenance at Sea: Boosting Marine Uptime with AI and 900+ Smart Sensors
Groundup.ai introduced its Cognitive Maintenance solution to the client’s fleet, beginning with a pilot on one vessel.

Preventing Equipment Failure Across 650+ Vessels with AI-Powered Sensors
Groundup.ai deployed our proprietary Cognitive Maintenance solution, starting with a pilot on a single vessel.
