Your maintenance triage coworker

No. Detection is the job of your condition-monitoring or anomaly-detection tools, which are built to read raw sensor data and spot problems. The coworker acts on the flag those tools raise. Once a machine is flagged as likely to fail, the coworker takes over the response — proposing a reroute, checking parts, sourcing what's missing, and staging the repair. It handles the legwork between the alert and the fix, not the diagnosis.

The coworker reads the flag and builds a triage plan. It proposes a way to keep production moving, such as rerouting jobs to another machine. It checks whether the repair parts are in inventory. If a part is missing, it surveys suppliers for price and lead time. Then it stages the work order and a parts list with locations, escalates the plan to the right person, and logs the incident — usually within minutes.

Yes, within the guardrails you set. Most teams start with the coworker bringing back options and a human approving the purchase. As you build trust and confirm it picks the right parts and suppliers, you can let it order automatically under a spending limit. You decide where approval is required and where it can act on its own, so you control the balance between speed and oversight.

No. The point of acting on an early failure flag is to avoid an unplanned stop. The coworker proposes a work-around — like rerouting work to another machine or line — so production keeps moving while the repair gets scheduled. A planned repair on your terms costs far less than a robot that breaks down mid-shift and forces you to reroute everything in a scramble you never set up for.

It needs the tool that raises failure flags, your inventory or ERP system, and a way to reach suppliers. It connects through an API or MCP server when one exists. When a system has no API, it can use browser automation with a login — the same access you'd give a remote employee. It escalates and takes approvals over Slack, and can also text or call when something is urgent.

No. The technician still does the physical repair, and your maintenance manager still owns the strategy and the calls. The coworker takes the manual digital work off their plate — the reroute planning, the inventory checks, the supplier price surveys, the kit staging, the logging. It augments the people you have so they spend their time on the machine instead of on phone calls and spreadsheets.

It stages everything the technician needs to start fast. That means the work order, the confirmed parts, and a parts list with locations — which aisle and which bin each part is in, the way an online store tells you where to find an item. If a part had to be ordered, the coworker tracks the delivery and confirms it arrived before the repair window. The technician walks in ready to work.

If the systems and workflow are well defined, some of it works on day one. By the end of week two, the common triage paths run smoothly. By the end of the first month, after a few reps and some feedback, it runs reliably. You train it on the job the way you'd train a new hire — show it the process once, correct it a few times, and it remembers.