Groundup.ai Tech Stack

AI-powered predictive maintenance for industrial operations

Software Development Singapore 11–50 employees Founded 2021 Privately Held

Groundup.ai builds condition-monitoring systems that detect machinery failures before they happen, targeting manufacturing, maritime, logistics, and energy sectors. The stack spans industrial protocols (CAN, Modbus, PROFINET, EtherCAT) and ML frameworks (TensorFlow, PyTorch, scikit-learn) across AWS/GCP/Azure—a configuration that signals deep integration with legacy plant systems and cloud-scale training pipelines. Active projects centered on hardware sensors and proof-of-value work, paired with client onboarding pain points, indicate a hardware-forward go-to-market still optimizing deployment velocity.

Tech Stack 17 technologies

Core StackPython Java TensorFlow PyTorch scikit-learn AWS C/C++ CAN Modbus IO-Link PROFINET Profibus EtherCAT Ethernet/IP R GCP Azure

What Groundup.ai Is Building

◆Challenges

Reducing downtime
Client onboarding challenges
Client adoption and roi
Expanding into new markets
Enhancing reliability programs
Embedding ai tools

▲Active Projects

Next generation smart devices for cognitive maintenance
Industrial ai hardware sensors and gateways
Mechanical design of enclosures
Proof of value (pov) phase
Poc configuration
Solution design
Cgm projects
Cmms initiatives

Hiring Activity

Minimal6 roles · 0 in 30d

Department

Engineering

Sales

Support

Seniority

Mid

Senior

Manager

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About Groundup.ai

Groundup.ai delivers AI-powered condition monitoring for industrial assets without requiring in-house data science teams. The platform uses a three-sensor approach (vibration, sound, temperature) to identify anomalies and predict failure modes, then prescribes maintenance actions. The company serves manufacturing, maritime, logistics, airports, rail, and oil-and-gas operators. Deployment is supported by Groundup Asset Library, a pre-trained model repository designed to accelerate time-to-insight. Groundup operates from Singapore with a small, engineering-forward team focused on hardware integration and customer onboarding workflows.

HeadquartersSingapore

Company Size11–50 employees

Founded2021

Hiring MarketsSingapore

Frequently Asked Questions

What technology does Groundup.ai use for predictive maintenance?

Groundup combines three sensor modalities—vibration, sound, temperature—with TensorFlow and PyTorch models running on AWS, GCP, or Azure. Industrial protocols (CAN, Modbus, PROFINET, EtherCAT) connect legacy plant equipment to the AI layer.

Where is Groundup.ai headquartered?

Groundup.ai is headquartered in Singapore and operates with 11–50 employees, founded in 2021. All current hiring activity is concentrated in Singapore.

What industries does Groundup.ai serve?

The company targets manufacturing, maritime, logistics, airports, rail, and oil-and-gas operators. Clients typically operate fleets of machines or critical infrastructure where unplanned downtime carries high cost.