Making Reliability Actionable

How multi-sensor monitoring, AI-driven insights, and real-world programs prevent failures before they escalate.

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Blog

Detection Timing vs. Prediction Accuracy: The KPI No One Tracks
Posted by MultiSensor AI on February 17, 2026

In predictive maintenance conversations, one question shows up almost immediately: “How accurate is it?” Accuracy feels objective. It feels technical. It feels like the right way ...

Resource Type

Blog

Detection Timing vs. Prediction Accuracy: The KPI No One Tracks
Posted by MultiSensor AI on February 17, 2026

In predictive maintenance conversations, one question shows up almost immediately: “How accurate is it?” Accuracy feels objective. It feels technical. It feels like the right way ...

Blog

Why Most Reliability Programs Still See Failures Too Late
Posted by MultiSensor AI on February 12, 2026

Most operations and maintenance leaders believe they have strong reliability programs. Inspections are scheduled. OEM alarms are enabled. Dashboards are populated. KPIS look in ...

Case Study

Case Study: Conveyor Belt in Multinational Retailer’s Fulfillment Center Tray router discharge identified by MSAI Connect
Posted by MultiSensor AI on February 05, 2026

This case study shows how MultiSensor AI detected an imminent tray router discharge conveyor failure in a multinational retailer’s fulfillment center. MSAI Connect identified a ...

Fact Sheet

Solution Brief -MSAI Connect - Thermal Imaging Platform for Critical Asset Monitoring
Posted by MultiSensor AI on February 05, 2026

This solution brief explains how MSAI Connect delivers 24/7 thermal monitoring for conveyor belts, motors, bearings, and other critical assets where downtime is costly. By ...

Case Study

Case Study: Conveyor Belt Misalignment in Multinational Retailer’s Fulfillment Center - Belt Misalignment
Posted by MultiSensor AI on February 05, 2026

This case study shows how MultiSensor AI identified conveyor belt misalignment and sideguard friction in a multinational retailer’s fulfillment center before it caused a ...

Case Study

MSAI Successfully Upgrades Condition Monitoring and Predictive Maintenance Processes in Distribution Center for Fortune 50 Manufacturer
Posted by MultiSensor AI on February 05, 2026

This case study shows how a Fortune 50 online retailer used MultiSensor AI to eliminate recurring unplanned downtime across its distribution facilities. Despite regular handheld ...

Case Study

Upgrading Fire Prevention and Maintenance for a Top Pulp and Paper Manufacturer
Posted by MultiSensor AI on February 05, 2026

This case study shows how a leading U.S. pulp and paper manufacturer used MultiSensor AI to prevent fires and reduce unplanned downtime in a high-risk sawmill environment. After a ...

Case Study

Case Study: Conveyor Belt in Multinational Retailer’s Fulfillment Center
Posted by MultiSensor AI on February 05, 2026

This case study highlights how MultiSensor AI detected friction-caused conveyor belt wear in a multinational retailer’s fulfillment center before it escalated into a high-severity ...

Fact Sheet

Early Fire Detection for Critical Solar Panel Infrastructure
Posted by MultiSensor AI on February 05, 2026

This one-pager outlines how MultiSensor AI helps solar operators prevent fires and protect energy production through continuous early fire detection. Using fixed thermal cameras ...

Case Study

Modernize Your Sawmill’s Fire Detection and Protection Strategy
Posted by MultiSensor AI on February 03, 2026

This one-pager outlines how MultiSensor AI helps sawmills prevent catastrophic fires, reduce downtime, and improve safety through continuous early fire detection. Using fixed ...

Video

Welcome to MultiSensor AI - Smarter Monitoring, Stronger Reliability
Posted by MultiSensor AI on January 20, 2026

Video

MSAI Connect Software - Login Access & Account Recovery
Posted by MultiSensor AI on January 20, 2026

Video

MSAI Connect Platform Overview: Smarter Monitoring with Thermal, Vibration & Acoustic Insights.
Posted by MultiSensor AI on January 20, 2026

Video

MSAI Connect Software - Workstation Dashboard for Condition-based Monitoring.
Posted by MultiSensor AI on January 20, 2026

Video

MSAI Connect - Menu Interface for Condition-based Monitoring.
Posted by MultiSensor AI on January 20, 2026

Blog

Building More Reliable Baggage Operations at Scale - Manchester Airport Group Selects MSAI
Posted by MultiSensor AI on December 18, 2025

MultiSensor AI is excited to announce the planned deployment of its reliability monitoring solutions with Manchester Airport Group (MAG), one of the UK’s leading airport ...

Blog

Why UK Operators Are Moving Toward Continuous Condition Monitoring
Posted by MultiSensor AI on December 15, 2025

Across the UK, operators responsible for critical infrastructure are reassessing how they manage reliability, safety, and uptime. Periodic inspections and route-based checks are ...

Case Study

Thermal Monitoring Strengthens Safety and Cuts Downtime at Ford’s EV Battery Testing Facility
Posted by MultiSensor AI on December 06, 2025

Challenge Ford’s EV battery testing facility relied on manual monitoring and basic fire alarms, creating significant risk during lithium-ion battery tests. Without real-time ...

Case Study Data Centers

How Data Center Thermal Monitoring Prevents Failures and Delivers 11.4x ROI
Posted by MultiSensor AI on December 05, 2025

Challenge A major data center suffered a fire without early detection, resulting in $3.42 million in damage, inventory loss, and downtime. Calendar-based inspections weren’t ...

Case Study

Thermal Monitoring Prevents Failures and Delivers Huge ROI for Global Online Retailer
Posted by MultiSensor AI on December 05, 2025

The challenge High Speed Gapper Beds keep a global online retailer’s fulfilment network moving. But these units had no real-time visibility, relying on manual checks that often ...

Case Study

Upgrading Predictive Maintenance for Fortune 50 Distribution Facility
Posted by MultiSensor AI on December 04, 2025

MSAI was approached by a Fortune 50 online retailer and manufacturer that was experiencing regular, unplanned downtime due to unexpected failures of critical equipment across ...

Amazon + ICI on AWS: Cutting Video Cost and Latency for Real-Time Thermal Monitoring

Case Study

How real-time thermal video monitoring at AWS got faster, cheaper, and more resilient
Posted by MultiSensor AI on October 27, 2025

Disclaimer: This interview was originally aired in September 2023. Infrared Cameras Inc.’s cloud software, referenced in this discussion, is now known as MSAI Connect, part of the ...

Blog

Gain a Competitive Edge with a Data-Driven Maintenance Strategy
Posted by MultiSensor AI on October 24, 2025

As a business leader, you want to protect your organization from liabilities while optimizing productivity and profitability. Keeping machinery running smoothly, safely, and ...

MSAI Connect Blog

Prescriptive Maintenance: Next-Gen Asset Management
Posted by MultiSensor AI on October 24, 2025

Proactive equipment maintenance is important for businesses of all kinds, but it’s especially critical in industries like manufacturing, distribution, and electrical power ...

Distribution & Logistics Blog

Condition-Based Monitoring for Conveyors Systems
Posted by MultiSensor AI on October 24, 2025

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Distribution & Logistics Blog

Condition Monitoring for Early Fault Detection
Posted by MultiSensor AI on October 24, 2025

Equipment reliability is a top concern for manufacturers, distributors, utilities, and many other businesses. Failures and unexpected downtime not only impact productivity and ...

Distribution & Logistics Manufacturing MSAI Connect Blog

The Impact of AI on Predictive Maintenance
Posted by MultiSensor AI on October 24, 2025

Businesses are always searching for ways to operate more efficiently, reduce costs, and improve the performance of their assets. In the manufacturing industry, this includes ...

Distribution & Logistics Blog

Run to Failure vs. Condition-Based Monitoring: Optimizing Asset Health
Posted by MultiSensor AI on October 24, 2025

If you depend on machinery to keep your operation running smoothly, how you manage your company’s equipment is vitally important. There are two main approaches to maintaining ...

Manufacturing Blog

How Data-Driven Predictive Maintenance Affects Employees
Posted by MultiSensor AI on October 24, 2025

Transitioning to a data-driven predictive maintenance program offers numerous benefits. Many business leaders understand that adopting a predictive maintenance model can enhance ...

Blog

See the Unseen: Common Issues Detected with Thermal Imaging
Posted by MultiSensor AI on October 17, 2025

The world around us is filled with hidden information, which can often be revealed by temperature variations that are invisible to the naked eye. Thermal imaging technology steps ...