Category
AI predictive maintenance software: what they are and who makes them
sensor-plus-service platforms, electrical signature monitoring, cmms-linked condition monitoring, enterprise and sensor-agnostic software: Samotics, Tractian, KCF Technologies through Augury.
Types of AI predictive maintenance software
Sensor-plus-service platforms
AssetWatch, KCF Technologies, Waites and Dynamox sell wireless sensors with analyst review. The vendor supplies the hardware, installs it and reads the findings. They suit plants without in-house vibration analysts, and each prices by asset count through a quote rather than a list.
Electrical signature monitoring
Samotics reads current and voltage at the motor cabinet, so no sensor touches the machine. This works for three-phase motor-driven pumps and fans and ignores assets that are not motor-driven. It can run alongside vibration systems rather than replace them.
CMMS-linked condition monitoring
Tractian and eMaint tie sensor alarms to work orders inside the same maintenance system. A plant that wants alarms to open jobs without a second tool benefits, though it then commits to that vendor's maintenance software or to a connector that someone must configure.
Enterprise and sensor-agnostic software
Senseye from Siemens and Petasense analyze data from existing or mixed sources and connect to historians and a CMMS. They fit larger sites with IT support that can run integrations, and both show few prices or limits on their public pages.
Facts at a glance
| Tool | Publisher | Based in | Access |
|---|---|---|---|
| Samotics | Samotics | Netherlands | Paid + API |
| Tractian | Tractian | United States | Trial + API |
| KCF Technologies | KCF Technologies | United States | Trial |
| AssetWatch | AssetWatch | United States | Trial + API |
| Dynamox | Dynamox | Brazil | Paid + API |
| eMaint | Fluke Reliability | United States | Paid + API |
| Senseye Predictive Maintenance | Siemens | Germany | Paid + API |
| Waites | Waites | United States | Paid |
| Petasense | Petasense | United States | Paid |
| Sensemore | Sensemore | Turkey | Trial + API |
| Augury | Augury Inc. | Not stated on the vendor pages | Paid |
