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2 posts tagged with "machine-health"

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How to Build a Machine Health Scoring System for Manufacturing: From Raw Sensor Data to Actionable Scores

· 9 min read
MachineCDN Team
Industrial IoT Experts

A maintenance manager walks into the daily production meeting. The plant manager asks: "How are our machines doing?"

The honest answer — "Well, the hydraulic pump on Press 4 is showing elevated vibration in the 3× RPM harmonic, suggesting possible misalignment, and the spindle motor on CNC-7 has been drawing 12% more current than baseline, which could indicate bearing degradation, and..." — puts the room to sleep by sentence two.

What the plant manager actually wants is a number. A score. A simple indicator that says: this machine is healthy, this one needs attention, this one is going to break.

That's what a machine health scoring system provides. Here's how to build one that's practical, accurate, and actually used.

Augury Pricing in 2026: What Does Augury Actually Cost?

· 7 min read
MachineCDN Team
Industrial IoT Experts

If you've been evaluating vibration monitoring and machine health platforms, Augury's name has probably come up. Their sensor-based approach to predictive maintenance has earned attention from manufacturers across food & beverage, chemicals, and consumer goods.

But when it comes to pricing, Augury follows the same playbook as most enterprise IIoT vendors: no public pricing, mandatory sales calls, and quotes that vary wildly based on how many machines you're monitoring.

Let's break down what Augury actually costs in 2026 — based on publicly available information, industry analyst reports, and what manufacturing engineers report paying.