Aura: Your tireless AI assistant for machines, equipment, and devices.
- Upinder Singh
- 1 day ago
- 2 min read

In any industrial setting, troubleshooting is a daily reality. Machines jam, sensors misfire, systems slow down — and when they do, the pressure is on to find the root cause fast. But traditional troubleshooting relies on a lot of guesswork, manual checks, and tribal knowledge.
Aura is more than just a monitoring tool — it’s your AI-powered troubleshooting assistant that works alongside your team to detect, diagnose, and guide you to resolutions faster than ever before.
The Pain of Traditional Troubleshooting
Let’s face it, when something goes wrong on the line, it’s often:
A scramble to check logs, dashboards, and manuals
Hours of trial and error
A call to that one technician who’s seen this issue before
A delay that costs you production time and money
With complex systems and interconnected equipment, even small issues can be hard to trace. And if the root cause is missed, the problem comes back — again and again.
1. Detect anomalies instantly Aura monitors every machine signal, PLC tag, and operational pattern in real-time. When it sees something unusual — like a drop in pressure, a spike in temperature, or an abnormal cycle time — it flags it instantly.
2. Diagnose likely causes Aura doesn’t stop at detection. It compares the current issue with its historical knowledge, previous fault patterns, and machine behavior to suggest probable root causes. It’s like having a digital engineer who knows your plant’s quirks better than anyone.
3. Guide operators step-by-step Instead of generic error codes or vague alerts, Aura gives your team clear, actionable insights
How Aura Works
Input the Symptoms: Users describe the issue like "conveyor belt not moving" or "heater temperature dropping intermittently".
Get Smart Suggestions: Aura analyzes the input using natural language understanding and compares it to similar historical cases, fault patterns, and known failure modes.
See Likely Root Causes: The AI ranks possible causes based on probability and context. For example: “Most likely root cause: Motor driver overheating. Confidence: 84%”
Follow Step-by-Step Fixes: Aura provides recommended actions, pulled from real-world fixes and best practices.
Built for Speed, Accuracy, and Action
Fast: Detects faults in seconds — not hours
Smart: Learns from past incidents to improve recommendations
Accessible: Available on desktop, tablet, or mobile with intuitive dashboards and alerting
Context-aware: Understands equipment relationships, so it knows when a problem in one area might be caused by another
Less Guessing. More Fixing.
For plant managers, maintenance leads, and operators, Aura becomes a powerful ally. It reduces dependency on manual diagnostics, helps new staff ramp up faster, and ensures your entire team has access to the knowledge usually locked in one person’s head.
And most importantly, it keeps machines running, teams productive, and unplanned downtime to a minimum.
Aura Is Your Digital AI Assistant for machine , equipment and devices
You don’t need more data, you need answers. Aura delivers practical, context-aware troubleshooting support, instantly.
Whether you manage dozens of machines or support hundreds of operators, Aura ensures that every issue is met with confidence, not confusion.
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