Tractian puts wireless sensors on motors, pumps, fans and gearboxes and uses AI to watch vibration, temperature and other signals around the clock. When a pattern points to a failure mode such as imbalance, misalignment or bearing wear, it raises an insight on the asset. Plants in food, mining, automotive and logistics use it to catch problems early. The insights arrive fast. Sorting them, matching them to the right technician and recording what was done is the slow part.
With Agentic CMMS, Claude, ChatGPT and other AI agents read your Tractian data and help your team act on it. Supervisors ask what changed overnight, planners ask what needs a job, and technicians ask what to look for before they walk out to the machine.
What your AI agent can do with Tractian
- Review new insights. "What new insights did Tractian raise across the Porto plant since Friday?"
- Explain a failure mode. "Why does Tractian think exhaust fan EF-3 is misaligned, and what did it see in the vibration data?"
- Check an asset's condition. "How has the temperature of Gearbox G-8 behaved since we changed the oil?"
- Prioritise the backlog. "Rank open insights by severity and show which ones are older than a week."
- Brief a technician. "I'm about to inspect Pump P-14. What has Tractian flagged on it this month?"
- Spot sensor issues. "Which sensors have not sent data in the last day, and which assets are they on?"
- Report upwards. "Summarise last month's insights per area for the plant manager, in five lines."
- Compare twin assets. "Pumps P-21 and P-22 do the same job. Why does only one of them have an open insight?"
Tractian with your other systems
- Open a corrective work order in UpKeep or Limble CMMS from a Tractian insight, with the failure mode and recent readings attached.
- Combine Tractian insights from one plant with Augury findings from another, so group reliability gets a single view.
- Check bearing and motor stock in Oracle NetSuite before you plan the repair, and order what is missing.
- Post high-severity insights to the shift channel in Slack so nobody misses them at handover.
For lean maintenance teams
Tractian often goes into plants where a handful of technicians look after hundreds of assets. That team cannot spend the first hour of each day reading dashboards. The agent gives them a short, ranked answer instead, and moves the result into the CMMS with one request. The sensors catch the problem; the agent makes sure somebody owns it.
Each person approves their own agent and chooses whether it may write. Owners and admins decide which roles may use each Tractian tool, and every action is in the tamper-evident activity log.