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Groundup.ai Asset Library™

The Intelligence Behind Cognitive Maintenance

Groundup.ai Asset Library™ is our proprietary anomaly knowledge base built from real-world machine behaviour, fault patterns, and industrial operating data, helping teams detect issues faster, understand root causes, and act with confidence.

GAL
Machine Data Hours
0 K+
Machine Types
0 +
Fault Pattern Types
0 +
Faster Learning & Accuracy
Up to 0 X
Why Traditional Predictive Maintenance Often Falls Short
Limited Machine History
Insufficient historical data makes it hard for AI to learn what “normal” really looks like.
Single-point Alerts
Isolated alerts lack context, leading to false positives and alert fatigue.
Generic Thresholds
One-size-fits-all thresholds can’t capture unique machine behaviour or operating conditions.

The Groundup.ai Asset Library™

A Living Anomaly Library
That Helps AI Learn Faster

The Groundup.ai Asset Library™ is a continuously expanding knowledge base of machine behaviour, anomaly signatures, and fault patterns collected across industrial environments.

By comparing new machine signals against known patterns, GINA AI can identify abnormal behaviour faster and provide clearer context for maintenance teams.

Machine Data
Pumps
HVAC
Motors
Compressors
Collect real-world signals from machines in diverse industries and conditions
Asset Library Matching
99,7%
Machine health visibility
Root Cause & Action
How It Works
From Raw Signals to
Actionable Maintenance Insights

Your machines are already sending signals.
Groundup.ai helps teams translate those signals into context, confidence, and maintenance actions you can trust.

Datafy

IoT sensors collect sound, vibration, and temperature data from machines

Diagnose

AI identifies abnormal behaviour and early warning signs

Decide

AI identifies the likely root cause and recommends the next best maintenance action

3 Steps

Signal-to-Insight Flow

3 Parameters

Sound, Vibration & Temperature

24/7

Continuous Machine Monitoring

Not just Detection. Understanding.

Legacy monitoring tells you something happened.

Groundup.ai Asset Library™ helps you understand what is happening, why it matters, and what action to take next.

Legacy Monitoring

Limited, reactive, and alert-heavy.

Groundup.ai Asset Library™

Smarter, faster, and context-aware

Turn Machine Signals Into Smarter Maintenance Decisions
Detect Earlier.
Understand Faster.
Act Smarter.

Are You Ready to Move Beyond Alerts?