Insights

Insights on predictive maintenance & reliability

Practical, engineer-written guides on equipment health, the real cost of downtime, and how condition monitoring works — written by the team that builds the platform.

Condition monitoring

Wireless vs. wired condition monitoring: which is right for a retrofit?

Both read the same physics — the real difference is the install. Where wired still earns its place, why wireless wins most retrofits, the honest battery tradeoff, and a simple way to choose per asset.

June 17, 2026 · ~6 min read · Read the article ›

Equipment health

What an Equipment Passport is — and why day-one baselines matter

Most monitoring is blind for its first few months because it is waiting to learn what failure looks like. What an Equipment Passport is, the cold-start problem, and how a physics-based day-one baseline gives you a health verdict immediately.

June 16, 2026 · ~6 min read · Read the article ›

Condition monitoring

How vibration monitoring catches bearing failure weeks early

A bearing rarely fails without warning — it just goes quiet about it. How vibration sees a developing fault weeks before heat or noise, the stages of bearing wear, how much lead time you can expect, and how to turn it into a planned repair.

June 16, 2026 · ~6 min read · Read the article ›

Cost of downtime

The real cost of unplanned downtime in Canadian manufacturing

An hour of unexpected downtime costs a typical Canadian manufacturer far more than the idle line — recent surveys put it near $242,000 CAD. Where the bill really comes from, why Canadian plants are exposed, and how to cut it.

June 16, 2026 · ~6 min read · Read the article ›

Maintenance strategy

Predictive vs. preventive maintenance: which one actually saves money?

Both beat waiting for things to break — but they save money in very different ways. A practical comparison of the strategies, the cost numbers industry studies report, and how to move from a fixed schedule to condition-based monitoring without ripping anything out.

June 16, 2026 · ~6 min read · Read the article ›

See IoT Octopus on your equipment

Book a 20-minute demo or deploy on your most critical asset.