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What's your experience with IIoT platforms that claim to provide predictive maintenance for industrial equipment - are they delivering on their promises or just creating more data noise?

answer

That's a really insightful question about IIoT platforms and predictive maintenance! I've seen this technology evolve over the years, and honestly, it's a mixed bag. Some platforms are genuinely transforming maintenance operations by catching equipment failures before they happen, while others are indeed just generating overwhelming amounts of data without clear actionable insights.

The successful implementations I've observed usually have a few things in common: they start with clear business objectives, focus on specific high-value equipment first, and have the right expertise to interpret the data. The platforms that work best are those that provide not just raw data, but meaningful alerts and recommendations that maintenance teams can actually use.

What's been your experience? Have you seen more success stories or more data noise in your industry?

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