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Pewaukee, WI 53072 USA

Turning Data Into Decisions

Sensei Data Analysis: Predictive Maintenance Analytics & Equipment Health Insights

Sensei System transforms collected data into clear, timely insights so you can plan ahead, prevent failures, and keep operations running at their best.

Complete Equipment Data for Accurate Predictive Analytics

Every Sensor Reading. Every Log.

Sensei-Enabled Devices continuously monitor vibration, temperature, humidity, and other critical parameters. Meanwhile, the Trico Companion Mobile App is used to record observations and maintenance activities that sensors can’t detect. Together, these streams create a complete, real-time view of your assets in the Sensei Web App.

Four Dimensions of Equipment Health Analysis

Sensei organizes condition monitoring data into four distinct insights:

Descriptive Analytics: What's Happening Now?  

Sensei captures real-time readings and historical trend data from connected Sensei Devices and Trico Companion Mobile App logged activities. This creates a baseline of normal performance and highlights when and how assets begin to deviate so you always know where things stand.

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Turning Analysis Into Action

Once analyzed, Sensei’s data becomes the foundation for measurable improvements across your facility.

Labor Allocations

Assign teams to the right tasks at the right time, focusing effort where it matters most.

Fewer Manual Inspections

Reduce unnecessary rounds by targeting inspections only when data indicates a need.

Proactive Planning

Schedule maintenance during planned downtime, avoiding costly interruptions.

Root Cause Analysis

Identify and address the source of problems instead of repeatedly treating symptoms.

Condition-Based Actions

Trigger actions based on specific condition thresholds, rather than static schedules.

KPI Driven Strategy

Measure performance against benchmarks and adjust processes to improve reliability metrics.

Equipment Analytics for Every Role

Sensei data analysis empowers every role:

Maintenance Teams

Stay ahead of failures. Analyzed data highlights which assets need attention, helping you prioritize work orders, plan repairs, and confirm the effectiveness of completed maintenance.


Operations

Keep production on track. Operators can see how equipment is performing in real time, validate operating conditions, and report anomalies that help engineers fine-tune processes.


Engineering

Turn insights into improvements. Engineers use trend and cause analysis to optimize system performance, identify process inefficiencies, and support long-term equipment upgrades.


Management

Make decisions with confidence. Management teams can review summarized performance reports, track KPIs, and align budgets and resources with data-backed reliability goals.


Sensei

One Platform. Total Insights.

All collected and analyzed data is centralized in the Sensei Web App. This is where teams view current conditions, track trends, investigate causes, and prioritize actions all from a single platform.

Explore the Sensei System

Sensei isn't just a single tool, it's a complete ecosystem that works together to track, transmit, and interpret your equipment data. From smart devices to an intuitive dashboard, each component plays a part in giving you clear, real-time view of your asset health.

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