Hi William,
The first question I would ask is: What decisions are you expecting the data to support?
Many organizations collect large amounts of machine data, but the real challenge is transforming that information into actionable insights for maintenance, reliability, and operations teams.
If you're looking for dashboard capabilities, tools such as Power BI, Tableau, and Grafana can be excellent options depending on your infrastructure and data sources. However, before selecting a platform, I would recommend defining your key performance indicators (KPIs), failure modes, and business objectives.
In my experience, successful analytics initiatives start with a clear understanding of the problem to solve rather than the software itself.
I'm interested in hearing what types of equipment and data sources you're currently working with.
Best regards,
Christian
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Christian Vegas Mori
Supervisor de Programación de Mantenimiento
OIG Peru
El Alto
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