Article
April 3, 2025
The Health App for Industrial Machines
Rohan Madappa Venkatesh
Rethinking Machine Maintenance Through the IPercept Portal

The conversation around industrial maintenance is evolving. As manufacturing companies explore ways to increase machine efficiency, the shift toward digitalization - and more specifically, smart maintenance - has gained real momentum. But adopting digital tools in a meaningful way is not just a question of collecting more data. The real challenge is figuring out how to make that data work for you.

This is where the IPercept Portal comes in - not as a silver bullet, but as a practical step forward. It’s a platform built to help production and maintenance teams bridge the gap between data and day-to-day decisions. It’s also a case study in what it takes to design digital tools that actually get used on the factory floor.

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Moving Beyond the Buzzwords

Terms like “Predictive Maintenance,” “Digital Twin,” and “Industry 4.0” are everywhere - and while they signal exciting developments, they can also make it hard to distinguish between hype and genuinely useful tools. In practice, maintenance teams are often dealing with very concrete, recurring issues: unexpected stoppages, troubleshooting under pressure, inefficient planning, and siloed knowledge.

Digital tools alone won’t solve these problems - especially if they introduce new complexity or rely on generic dashboards that don’t reflect how people actually work. What’s needed is a way to make sense of complex machine behavior without requiring teams to become data scientists in the process.

That’s the basic premise behind the IPercept Portal: to simplify the transition toward smart maintenance by delivering insights that are both technically solid and practically usable.

Building with the Users, Not Just for Them

At its core, the Portal offers a structured, role-based overview of both machine and process health. Users can monitor component health patterns, compare machine utilization, and track maintenance needs - all from a single interface. But what makes it stand out is less about its feature list and more about how those features are designed.

One of the product developers, David Happel, explains it this way:

“We know we have a lot of data - more than anyone has time to go through. So for every view or widget we build, we start by asking: what problem is the user trying to solve in that moment? The goal is to show only what’s necessary to take action.”

This focus on contextual relevance is key. Rather than trying to display everything at once, the Portal emphasizes clarity - the right level of detail, delivered at the right time, tailored to different roles within maintenance, production, and service teams.

Another defining aspect of the Portal is how it’s been developed. From the early stages, feedback from customers has been an integral part of the process. Lilian Dávila, who leads data analysis development, notes:

“We work closely with users who are early adopters of these tools. Their feedback has directly shaped how the Portal works - not only in terms of what information it shows, but how it fits into their routines and responsibilities.”

This kind of co-development doesn’t just improve usability - it also builds trust. Maintenance and production teams are more likely to engage with tools that feel tailored to their workflows, rather than imposed from the outside.

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Lilian and David, who have both played key roles in developing the IPercept Portal.

What It Means in Practice

For users, the result is a platform that supports - rather than complicates - the move toward predictive and condition-based maintenance. The Portal helps teams:

  • Understand the current condition of each machine down to the component level
  • Prioritize tasks and allocate resources more efficiently
  • Stay ahead of issues by receiving timely alerts tied to actual machine behavior
  • Benchmark performance across machines and over time

It also supports industrial service providers and machine builders through a dedicated Partner Portal, which offers similar functionality adapted to their role in the value chain.

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Looking Ahead

The IPercept Portal isn’t a finished product - and that’s by design. New features are being added based on real usage and evolving needs. Areas like integration, stability, and usability continue to improve with every release.

But even as the platform grows, the core idea remains unchanged: empowering industrial teams to make smarter decisions, not by adding more noise, but by making critical machine insights more accessible and actionable.

Experience the IPercept Portal firsthand — book a demo today!