Plant data ends up disconnected because it’s collected in pieces: an inspection route here, a work order there, a fault reading somewhere else, without a shared view pulling it all together. The data exists. It’s just spread across systems that were never connected into one view.
Where disconnected plant data comes from
Too many Systems, no Shared view
Work orders live in a CMMS, inspection results sit in a mobile app, and condition readings are often split across separate vibration, lubrication, thermography, and ultrasound programs that only a few people can access. Each tool works fine individually, but none of them shows the full picture. No single place lets a team check work order status, upcoming planned downtime, and the maintenance schedule at once, so someone usually pulls that picture together by hand.
Industry groups like SMRP have published standardized metrics, like MTBF and PM compliance, so KPIs stay consistent even when the underlying data is scattered across different systems.
Findings don’t automatically become action
We saw this directly in our work with Domtar: inspection findings were being logged, but they weren’t reliably turning into planned work. Connecting those findings straight into the client’s SAP system closed that gap, so an issue found in the field became a work order without someone having to notice it, remember it, and enter it elsewhere.
Different roles see different pieces, or none at all
Different roles across a plant need different things from the same data, from technicians working in the field to reliability engineers analyzing trends to plant managers reviewing overall performance.
Without a shared reporting layer, each group tends to build its own partial view, and that’s often where communication breaks down between departments too: maintenance sees one version of events, operations sees another, and nobody’s looking at the same picture in a meeting meant to align on it.
A dashboard turns that same information into one readable view of asset health, collection performance, and maintenance activity, with the ability to drill from a high-level number down to the specific equipment or route behind it. That view refreshes on a regular schedule, adjustable to match how current the data needs to be.
Connect your plant data with MAINTelligence™ Insights
MAINTelligence™ Insights turns your existing maintenance and inspection data into purpose-built dashboards for every level of your team. Instead of building reports by hand, here’s what comes with it:
- Four purpose-built dashboards that turn your MAINTelligence™ data into visuals of asset condition, collection performance, and maintenance activity
- Drill down from a high-level KPI to the specific equipment, route, or point driving the result
- Data refreshes every four hours by default, with the frequency adjustable to match your reporting needs
- Views suited to each role, so technicians, reliability engineers, supervisors, and executive management each see what’s relevant to them
- Customizable formats, including management scorecards, trend charts, and detailed visualizations built around your priorities
Reconnecting scattered plant data isn’t a problem unique to one type of facility. A manufacturing plant running multiple lines and a utility managing a distributed asset base hit the same wall, just with different data driving it. Book a reliability strategy call with our team, and we’ll review what your plant is already collecting and what a connected view could look like.
Want to see how MAINTelligence™ Insights works before that call? Download the brochure for a closer look at what each of the four standard dashboards shows and how they connect to your existing data.
Download DMSI’s MAINTelligence™ Insights Brochure
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Frequently Asked Questions about disconnected plant data
Why is my plant’s maintenance data spread across so many systems?
Different tools specialize in different tasks: a CMMS for work orders, a mobile app for inspections, spreadsheets for anything nobody’s built a system for yet, and without a shared reporting layer connecting them, the data stays split between wherever it was entered.
Who needs access to plant dashboards?
Anyone with a stake in equipment reliability can have a view suited to their role, from technicians and reliability engineers working the floor to supervisors and executive management reviewing performance at a higher level. The same underlying data supports both.
How does DMSI help findings turn into action instead of just getting logged?
By connecting inspection and condition data directly into systems like a CMMS or ERP, so a finding identified in the field becomes a work order automatically, rather than depending on someone to notice it and enter it elsewhere.
