We're excited to announce the rollout of a major enhancement to AVIAN Analytics: An automatic solution for predictive maintenance—a feature designed to catch early signs of component degradation and help you prevent catastrophic failures before they happen.

🔍 What It Does

Our thermal camera systems already capture continuous, high-resolution temperature data across your operations. With this new feature, AVIAN Analytics now analyzes that data over weeks and months, identifying subtle but critical deviations from historical trends. These deviations can be early indicators of mechanical wear, electrical failure, or other anomalies in process-critical equipment.

⚠️ From Failure to Forecasting

This capability transforms your camera network from a reactive alarm system into a proactive maintenance tool. You’ll be able to:

• Detect overheating bearings, motors, or hydraulic components days or weeks before failure

• Identify improper machine setup like belts, guide bars, etc.

• Schedule targeted interventions instead of reacting to unexpected shutdowns

• Reduce operational downtime, product loss, and safety incidents

📈 See It In Action

You’ll now find interactive plots embedded in your AVIAN Analytics dashboard, showing temperature trends and automatically highlighting deviation zones. Each flagged region includes:

• A zoomable, scrollable plot of the trendline

• Clear annotations of when and where the deviation occurred

• Snapshots and thermal overlays from before, during, and after the anomaly

See the demo here:

🚀 Rollout Plan

The feature will be deployed to customer accounts over the next several weeks. No setup is required. Customers will soon see it live in their normal user dashboard.

📩 Get Early Access

Want early access or a guided walkthrough of your trend deviation data? Reach out to your AVIAN account manager or email us at info@avian-iot.com to learn more.

Prevent problems before they happen.
With AVIAN Analytics, predictive maintenance is now just a trendline away.