
Prioritized alerts delivered faster intervention on critical assets at CMPC Laja.
in downtime costs avoided per incident
I-care sensors connected to MultiViz
of pulp produced per year at CMPC Laja
Nicolaides, a trusted maintenance provider in Chile, upgraded CMPC Laja’s pulp mill with 160 I-Care sensors and Viking Analytics’ AI platform to streamline machine monitoring. Previously reliant on manual data review, the team now benefits from real-time, prioritized insights—saving time and enabling early interventions. In one case, AI flagged cavitation in a vacuum pump, helping prevent environmental risk. With each unplanned stop costing an estimated $65K, the impact is clear: smarter maintenance, faster response, and measurable savings.
Too much data, not enough time to find the faults
Avoided $65K+ in downtime costs per incident through early fault detection
The real value is preventive diagnostics weeks or even months in advance; CMPC can confirm findings in the field and act before failures ever happen.
Pulp and Paper Industry - Gas Fan, Vacuum Pump, Medium Consistency Pump
Nicolaides Industrial
Laja, Chile
160 I-care wireless vibration sensors
384
260,000 t pulp and 70,000 t sackraft paper per year
A shift in asset priority was the first signal. The deep dive in the PDF shows what Nicolaides' analysts saw when they dug into the data.
The whole story in one PDF: what happened, the technical deep dive with MultiViz screenshots, and the results.

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