We still rely on manual inspection rounds. What is a better way to catch machine failures early?
Move from manual rounds to wireless vibration sensors that take readings on their own. Each sensor bonds to the bearing housing with industrial adhesive and pairs with a tap of a phone, so installing it needs no downtime. From then on, every machine is measured at regular intervals. Mina, the DHMSCare industrial AI agent, turns each early fault sign into plain words: what is wrong, what to inspect and what to fix, so your inspectors work from a list.
What manual rounds miss
Manual rounds are good at finding problems that have already developed. They are much harder to rely on for slow trend changes, off-shift behavior and the same standard across several sites.
A route reading also shows a machine only when someone visits it. A fault that starts after the visit can keep growing until the next one.
What sensors add
A wireless sensor stays on the machine and takes its own readings, whether or not anyone walks past. Each machine is compared with its own baseline, so a change stands out early.
Mina, the DHMSCare industrial AI agent, turns each early fault sign into plain words: what is wrong, what to inspect and what to fix. Your inspectors go to the machines that need them.
An alert goes up to critical only when a change keeps growing or a second sign confirms it, so your team is not sent out for every small blip.
Keep the people, change the route
Sensors do not replace your inspectors. They change where inspectors spend their time: confirming alerts, checking lubrication and catching what a vibration sensor cannot see, such as leaks and loose guards.
Start with the machines whose stop costs the most, and keep manual rounds on the rest until you extend monitoring line by line.
Questions buyers also ask
Should we keep our handheld instruments?
Yes, for detailed checks on a few critical machines. Let the online sensors watch the rest of the fleet.
How long does it take to fit sensors along a route?
Each sensor bonds on and pairs with a tap of a phone, with no downtime, and self-serve deployment takes 90 seconds.
Can inspectors get alerts on their phones?
Yes. Alerts can go by in-app message, app push, email, or SMS where local rules allow, to the machine's owner or to named people.