Every vendor in the maintenance and reliability space says their system uses AI. But that claim doesn’t mean much unless it actually takes work off your team’s plate.
Here’s the reality: if you are monitoring these machines, they are most likely critical, and no matter how good these solutions claim to be, trust doesn’t come easy.
Most teams still verify every alert manually with handheld tools like vibration guns or 2140s, because they’ve learned the hard way that not all insights are worth acting on.
And that’s manageable when you’re running 50 vibration sensors on your most critical assets. But when that number grows to hundreds or even thousands, you simply can’t double-check everything. You need a system that doesn’t just alert you—you need one that you can rely on to be right.
While other vendors apply a one-size-fits-all confidence level to every alert (typically hovering around 80%) Tractian takes a smarter approach. Our AI is designed to deliver high accuracy across the board, but it goes further by identifying where it can be consistently 100% confident: specific failure modes, specific machines, specific conditions.
In those cases, your team can skip the manual double-checking altogether and actually offload the work.
At Tractian, that’s the line we draw. Our AI isn’t a black box. It shows its work, delivers context, and gives you the information you need to act with confidence. And over time, the goal is simple: make your job lighter by earning your trust—alert by alert.
So how do we do it? Here are three ways Tractian AI is built differently and why that matters for your team.
More Accurate
Accuracy isn’t just about spotting potential failures. It’s about knowing which ones matter, surfacing them at the right time, and cutting out the noise.
Tractian AI is trained to do just that. While most systems rely heavily on manual configuration, human review, or generic thresholds, our models operate with a broader and deeper dataset, capturing more machine behaviors with less human oversight and bias. That means fewer false positives and more reliable insights that don’t need to be second-guessed.
Because our AI continuously learns from thousands of assets in the field, it doesn’t just detect issues, it understands patterns. This leads to smarter decisions at speed. And when every minute counts, speed matters.
It’s also what makes Tractian scalable. As the number of monitored assets grows, our level of automation holds. You’re not stuck tuning alerts, babysitting models, or drowning in notifications. You get real-time information so your team can respond faster and work smarter.
More Insightful
Knowing something’s wrong isn’t enough. You need to know what to do about it.
That’s why our system doesn’t stop at alerting. Tractian AI foresees and diagnoses issues, yes, but it also provides severity levels, failure risk windows, root cause breakdowns, and remedy time frames so you can prioritize with confidence.
And we go even further. Our platform recommends the right action: what to inspect, what to replace, what materials you need, and how to fix it. This isn't vague advice or automated guesses—it’s machine-specific, OEM-compliant guidance, based on the most advanced maintenance knowledge graph in the market.
More Engaged
Tractian doesn’t just show up when there’s a crisis. Our AI works 24/7, continuously monitoring your equipment and giving you full visibility at any moment.
Every inspection, every OEM manual, every SOP, every data sheet—our system connects it all, queryable anytime.
Powering this is industrial-specific Generative AI that understands your machines and your plant’s operations. You can ask detailed questions about your assets, your work orders, your documentation—and get clear, contextual answers when you need them most.
Backed by the industry’s largest and smartest machine data set, Tractian AI becomes your second brain on the plant floor: always on, always learning, always ready.
And when you do want an extra set of eyes, Supervised Analysis is built in. You can escalate any alert for review by our vibration experts—so when certainty matters most, you get the backup and verification you need, without slowing down your team.
The Smartest AI in Maintenance
From being named one of Forbes’ Top 50 AI Companies to earning top G2 recognition for real-world usability, our AI is built differently because it was built with real maintenance teams in mind.
At Tractian, we believe AI shouldn’t just make machines smarter. It should make your day easier. Every feature we build is designed to help maintenance and reliability teams do more with less guessing, less double-checking, and fewer fires to put out.
Because in the end, it’s not just about machines. It’s about people. And our mission is simple: to help your team get more done—through AI-powered Condition Monitoring, vibration sensors, CMMS, and OEE built for safety, uptime, and reliability.
