Unlock the Future of Maintenance
AI-driven Predictive Maintenance Solution to catapult your operations to the next level
Eliminate Unplanned Downtime for Good
Predict equipment failure with unparalleled precision for maximum uptime
Enhance Machine Performance & Reliability
For minimum disruptions to production lines

Smart Maintenance From The Groundup.ai

We help companies with predictive maintenance and smart sensor technology to reduce downtime, improve productivity, and extend asset life. We bring clarity and control to your industrial operations from IoT sensors to AI-driven insights.

> 800K

hours of machine
monitoring

manufacturing

> 50

types of machines
monitored

downtime

> 1,000

hours of downtime prevented

> 150

types of machine faults identified

About Us

Groundup.ai combines advanced data science, artificial intelligence, and industrial expertise to solve real-world maintenance and asset management challenges. Founded in Singapore, we work with manufacturers, plant operators, and industry leaders across the region to implement scalable, tech-driven solutions that make operations more efficient, reliable, and cost-effective.

We bridge the gap between complex technology and practical business results.

Why Choose Us?

A Groundup.ai makes advanced technology easy to use and practical for your business. Here’s why companies choose us:

  • We Help You Prevent Breakdowns: Our system warns you before a machine fails. This means fewer unexpected stops, less stress, and lower repair costs.
  • Easy-to-Use Tools: You don’t need to be a tech expert. Our software and dashboards are simple, clear, and built for real-world users like plant managers, engineers, and technicians.
  • Fast Setup: We help you get started quickly. From installing sensors to using the software, we guide you every step of the way. Most clients see results within weeks.
  • Customized For Your Industry: Every industry is different. That’s why we customize our solutions to fit your machines, processes, and goals for food production, oil and gas, or shipping.
  • Backed by Experts: Our team combines real-world industry knowledge with top-level skills in AI and IoT. You get the best of both worlds: smart tech and people who understand your challenges.
predictive maintenace, iot sensors,cmms solution

An end-to-end solution to improve machine health and reliability

Make unplanned downtime a history with Groundup.ai’s Predictive Maintenance solution proprietary loT sensors and Al platform. Improve cost savings and avoid redundant checks by conducting timely maintenance only when it’s needed.

Comprehensive Data Acquisition

We use magnetic-based IoT sensors for precise, non-intrusive data acquisition of vibration, temperature, and sound.

Machine Health Overview

Machine Health classifications provide clear insights into prioritizing attention towards machines requiring the utmost attention.

> 90% Accuracy in Anomaly Detection

Prompt detection of machine anomalies to enable swift intervention and resolution, before any catastrophic breakdowns happen.

Root Cause Analysis & Prescriptions

AI identifies the suspected machine issues so you don’t have to spend days or weeks eliminating possibilities to derive on the root cause.

The Difference We Can Make

From Reactive to Predictive Maintenance

Most companies fix machines after they break. We help you fix them before they do.
Our system predicts problems early with AI and real-time sensor data, so you avoid costly downtime, emergency repairs, and production delays.

Real-Time inspection Into Your Assets

You can’t improve what you can’t see.
We give you a live view of your equipment health, performance trends, and maintenance needs all in one place. This helps you make faster, smarter decisions on the ground.

Reduced Costs and Increased Uptime

Unplanned stops are expensive. Manual inspections are time-consuming.
Our solution cuts unnecessary maintenance, lowers repair costs, and increases machine uptime by giving you more output with less effort.

Our Solutions

Predictive Maintenance

It Identify potential equipment failures before they happen. Our AI models detect early warning signs and provide alerts so you can act in advance by using vibration analysis, thermal data, sound recognition, and more.

CMMS Solution

Our Computerized Maintenance Management System (CMMS) helps you track, schedule, and manage maintenance tasks effortlessly. Streamline workflows, keep digital records, assign tasks, and integrate with IoT sensors for smarter planning.

iot sensors

IoT Sensors

We deploy industrial-grade sensors to collect real-time data on temperature, pressure, vibration, sound, and other variables. Our sensor network feeds directly into our AI models and dashboards by making your operations truly data-driven.

Industries We Serve

consumer products, predictive maintenance,cmms solution, iot sensors

Consumer Products

To improve uptime and reduce waste in high-speed manufacturing environments.

Food & Beverage

Maintain strict hygiene and temperature standards while avoiding costly downtime.

pulp and paper, predictive maintenance,cmms solution, iot sensors

Paper

Monitor rotating machinery and avoid unscheduled stops in 24/7 production settings.

Maritime

Improve onboard equipment reliability and reduce maintenance costs on vessels.

Oil & Gas

Increase asset integrity,  safety, and optimize predictive asset monitoring in critical environments.

ROI Calculator

An ROI (Return on Investment) Calculator is a tool used to assess the effectiveness of an investment. It determines the ROI by comparing the net profit generated from the investment to the initial cost.

Frequently Asked Questions

Predictive maintenance uses data and analytics to foresee when equipment might fail. This allows companies to perform maintenance only when necessary, saving time, money, and preventing unexpected breakdowns.

By identifying early signs of equipment wear or failure, predictive maintenance lets you schedule repairs before a breakdown happens, minimizing unplanned stoppages and production delays.

Effective systems rely on data from IoT sensors, including temperature, vibration, sound, pressure, and usage logs. This data feeds into AI models that detect patterns and predict failures.

CMMS software automates maintenance planning by logging assets, scheduling tasks, and tracking maintenance history. It often integrates with sensor data to trigger alerts and optimize work orders.

Common IoT sensors include:

  • Vibration sensors
  • Temperature sensors
  • Pressure sensors
  • Humidity sensors
  • Acoustic/sound sensors
  • Proximity sensors

IoT platforms use edge devices, gateways, and cloud services to collect, transmit, and analyze data. Technologies like MQTT, LoRaWAN, and NB-IoT ensure secure and efficient data communication.

IoT encompasses a broader ecosystem involving smart devices, data analytics, and cloud platforms. A WSN focuses specifically on communication between multiple sensors in a local network. IoT often includes WSNs as part of a larger system.

Success Stories

Driving for a real impact together, from the ground up

Ground Up Sound Solution

Make intelligent business decisions with full confidence

We integrate all forms of data and provide you with a complete understanding of your asset’s performance in real-time. With our simple proprietary platform, you can extract more value and gain actionable insights across all levels of your business.

From now on, you can make intelligent business decisions with full clarity and confidence.

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Attain significant
cost savings

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Better allocation of
resources

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Achieve revenue
growth

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Increase
safety

Get in touch with the Groundup.ai team

We pursue real measurable impact on the products and services that we deliver. Let’s drive for a real impact together, from the ground up. Reach out to us now to arrange for a demo.