Next-gen sensors combine vibration, ultrasonic, temperature, and RPM monitoring to help teams detect problems earlier and act with confidence.
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G2 Winter 2026 Reports: Tractian Sets the Standard for Asset Management & Industrial IoT
Tractian set the standard in G2's Winter 2026 Reports and continues to lead the way in connecting machine health, maintenance execution, and asset management in a single, seamless experience.
Igor Marinelli
Updated in jan 29, 2026
Best Maintenance Reporting Software for Manufacturing: Top 5 in 2026
Compare top maintenance reporting software with AI-powered analytics, real-time KPIs, and predictive insights natively integrated with condition-monitoring sensors.
Billy Cassano
Updated in feb 24, 2026
Top 6 Maintenance Management Software in 2026
Compare the best maintenance management software for industrial teams in 2026. Learn about features, capabilities, notable downsides, and industry fit.
Geraldo Signorini
Updated in feb 10, 2026
Why Generic Vibration Thresholds Fail Your Rotating Equipment
Learn what motors, pumps, compressors, fans, and gearboxes each demand from a condition monitoring program and where uniform approaches create blind spots.
Michael Smith
Updated in apr 06, 2026
Condition Monitoring for Power Plants
Learn why power plant condition monitoring benefits from diagnostic specificity, criticality-based prioritization, and closed-loop integration between detection and action.
Billy Cassano
Updated in apr 06, 2026
Smart Condition Monitoring with AI
Smart condition monitoring uses AI to automate fault diagnosis, prioritize alerts by asset criticality, and deliver prescriptive repair guidance to maintenance teams.
Billy Cassano
Updated in apr 06, 2026
How to Reduce Downtime in Manufacturing
Most downtime reduction efforts start and stop at the machine level: fix the bearing, update the PM schedule, add a sensor. That is necessary work, but it only addresses part of the problem. The other part lives in the production system itself: a scheduling decision that starves a bottleneck station, a changeover sequence that no one has optimised in three years, a quality hold that stops a line for an hour because there is no process for fast disposition. These losses do not show up as equipme
Luke Bennett
Updated in mar 20, 2026
Best Production Planning and Control Tools
Production plans are only as good as the data behind them. Most manufacturers have the scheduling tools. What they lack is reliable, real-time information about what is actually happening on the floor. This guide covers the main categories of production planning and control tools, what each does well, where each falls short, and what to look for when evaluating your options. It also covers the data problem that quietly undermines most PPC stacks, and how Tractian's Sensor + Software solution ad
Luke Bennett
Updated in mar 20, 2026
Production Optimization: Strategies and Metrics
Most manufacturing plants have significant hidden capacity. The equipment is there, the labor is there, the demand is there. But between unplanned stoppages, slow changeovers, quality rejects, and scheduling gaps, a large share of that capacity never converts to shipped product. Production optimization is the discipline of closing that gap. It is not a single project or a one-time initiative. It is a continuous effort to measure, understand, and improve how a production system uses the resource
Luke Bennett
Updated in mar 20, 2026
What is Asset Utilization?
Asset utilization measures how effectively a company uses its assets to generate revenue. Simple, right? In an industrial context, assets include machinery, equipment, tools, and even human resources - and how well the company uses them. The interpretation behind this metric is plain-and-simple: A high number indicates that these assets are being used efficiently to produce maximum output, while low asset utilization suggests underuse or inefficiencies. In a factory plant, the assets can be:
Billy Cassano
Updated in jan 29, 2026
Enterprise Asset Management: Everything You Need To Know
Enterprise Asset Management (EAM) It’s more than just keeping track of your stuff, it’s a strategic approach that optimizes how you use your equipment. Think of it as the conductor of your entire operation, making sure everything runs smoothly and efficiently. EAM has come a long way. It used to be all about spreadsheets and filing cabinets, but now it’s a sophisticated system that integrates with your whole business. Rule Asset Management Today It helps you predict maintenance needs, schedu
Billy Cassano
Updated in mar 17, 2026
Remote Equipment Monitoring: Everything You Need To Know
Imagine you’re the conductor of a symphony. Every instrument is vital. In an industry scenario, unlike an orchestra, your equipment can’t exactly tell you when they’re about to go off-key. So, how do you keep the music playing? Traditionally, the answer involved a lot of legwork - constant check-ups, a watchful eye on gauges, and hoping for the best. But the industrial landscape is changing its tune. Enter Remote Equipment Monitoring (REM), a technological shift that’s more than just keeping a
Billy Cassano
Updated in jan 29, 2026
