The Intelligence Behind Cognitive Maintenance
Groundup.ai Asset Libraryâ„¢ 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.
0K+
Machine Data Hours
0+
Machine Types
0+
Fault Pattern Types
Up to 3X
Faster Learning & Accuracy
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 Libraryâ„¢
A Living Anomaly Library That Helps AI Learn Faster
The Groundup.ai Asset Libraryâ„¢ 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 Libraryâ„¢ helps you understand what is happening, why it matters, and what action to take next.
Legacy Monitoring
Limited, reactive, and alert-heavy.
Uses only individual asset history
Relies on fixed rules and thresholds
Requires manual investigation
Needs more data before becoming useful
Delivers alerts without enough context
Groundup.ai Asset Libraryâ„¢
Smarter, faster, and context-aware
Learns from 800K+ machine data hours
Matches patterns with anomaly context
Supports automated root cause insights
Accelerates learning by up to 3X
Delivers recommended maintenance actions
Detect Earlier. Understand Faster. Act Smarter.
Are you ready to move beyond alerts?
Industries We Serve
Built for Real Industrial Assets
