Managing maintenance across multiple trades — what's your system?

Question

Hey everyone — question for those of you managing properties where you're dealing with HVAC, plumbing, electrical, and potentially newer categories like EV chargers or building IT.

I manage operations across about 10 buildings and the maintenance triage process has been driving me crazy. A tenant submits "water dripping from the ceiling near the server room" — is that plumbing? Is it an HVAC condensation issue? Does IT need to know because equipment might be at risk? Someone on the team has to read it, figure out the category, find the right vendor, and dispatch. That's 8-10 minutes per ticket and we get mis-routes constantly.

We were using one tool for the mechanical stuff, a separate tool for EV chargers, and email/Slack for everything else. Three logins, three dashboards, no single view of what's open across all categories.

I got fed up and ended up building a platform to solve this for myself — it uses AI to auto-classify incoming tickets by trade category and severity, then routes to the right vendor automatically. Handles all the categories in one dashboard.

Not going to pretend I have all the answers though. I'm genuinely curious how other multi-trade teams handle this:

- Are you all just living with multiple tools?

- Does anyone have a workflow that actually works well across trades?

- How do you handle the "is this plumbing or HVAC?" ambiguity when tickets come in?

- For those managing newer assets like EV chargers or solar alongside traditional trades — how do you keep it all organized?

Would love to hear what's working (or not working) for you.

Ryan Stomel · Answer

On the commercial side managing retail, industrial, and office, the triage ambiguity you're describing is pretty constant — especially with older buildings where HVAC condensate lines run through tenant spaces and any ceiling leak could be plumbing or HVAC or both. The way we handle it is to err toward dispatching HVAC first on any ceiling moisture issue since condensate drain clogs are far more common than actual plumbing failures, and HVAC contractors can rule it out fast. The bigger issue is what you identified: fragmented tools. For a while I was doing the same thing — one platform for maintenance tickets, spreadsheet for vendor contacts, email chains for anything outside the normal workflow. What finally helped was forcing everything through a single inbox even if routing is manual, so at least there's one place to look for what's open. The AI classification angle makes sense for scale — at 10 buildings the mental overhead of triage adds up fast. The mis-route problem is real and it's not just wasted time, it creates gaps in accountability when the wrong vendor shows up, doesn't fix it, and the ticket sits in limbo. Curious what your classification accuracy looks like on the edge cases like that plumbing-vs-HVAC overlap.