On the plant floor, troubleshooting is rarely a straight line.
A fault comes in. The line is down. The HMI is showing codes. Operators are waiting. Maintenance is looking at the machine, the drawings, the last repair, the parts history, and the current symptoms — all at the same time.
This is where FaultAssist™ is designed to work differently. It is not just a screen full of information. It is a peer-level diagnostic partner standing beside the practitioner during the issue.
The technician can speak to it. FaultAssist™ can speak back. Together, they work through the problem step by step. The practitioner brings the real-world view: what they see, hear, smell, measure, and know from the equipment in front of them. FaultAssist™ brings structured reasoning: the fault history, asset information, prior troubleshooting paths, alarm context, parts references, work-order patterns, and guided diagnostic logic.
What Cohort Knowledge Is
That is where Cohort Knowledge becomes powerful. Cohort Knowledge is the practical intelligence created when technicians, engineers, OEM support teams, and maintenance groups repeatedly solve problems within the same operating environment.
FaultAssist™ captures that intelligence during real troubleshooting activity and turns it into usable guidance while the next issue is happening. Not after the fact. Not buried in a report. Not hidden in disconnected systems. During the session.
The intelligence is captured during the session — not after the fact, not buried in a report, not hidden in disconnected systems.
What It Looks Like in Practice
A technician may say: “I have a drive fault on Line 3. The motor is not starting. The HMI shows an overcurrent alarm, but the overload did not trip.”
FaultAssist™ can respond like a working partner: “Let’s separate this into power, command, mechanical load, and drive configuration. First, confirm whether the drive is receiving the start command. Then check motor current at jog speed. Also, this asset had a similar fault last month tied to a binding conveyor section.”
That changes the troubleshooting flow.
The Practitioner Stays in Control
The practitioner is still in control. The technician still makes the decisions. The plant-floor expert still owns the repair. But now they are not working alone against scattered information, time pressure, and incomplete history.
They have a structured peer beside them — helping reason through the issue, asking better questions, preserving the path taken, and preparing the repair record as the work is performed.
A structured peer beside the technician: asking better questions, preserving the path taken, and building the repair record as the work is performed.
That is the value of FaultAssist™. It helps turn troubleshooting into a guided collaboration between the practitioner, the asset, the history, and the real-time condition of the machine.
The future of maintenance support is not just another dashboard. It is a working partner that can stand beside the technician, speak through the problem, and help capture the truth of the repair from start to finish. That is what FaultAssist™ is being built to do.
This is the thinking behind FaultAssist™ — diagnostic AI built for the floor, not the boardroom. Present, don’t decide.