Facilities maintenance is full of paperwork that proves the work happened. The technician did the job, took the photos, made the notes, and moved on. Then a coordinator rebuilds the story for the client, the SLA record, and the invoice.
Agents help by turning field records into the first draft of the update, close-out pack, or report. A person still checks it before it goes to the client.
Where we usually start
Close-out packs and client reports are usually first. They are painful, visible, and easy to check. Work order updates and SLA notes often follow once the job system has enough reliable data.
Workflow Scoping follows one job workflow from request to dispatch, field work, close-out, client update, and invoice. We measure where admin piles up and missing records create rework.
What changes after deployment
Coordinators stop rebuilding the same report from scratch. Client updates are faster and more consistent. Invoice queries have a cleaner record behind them. The field team still does the work. The agent helps the back office catch up.
Where we deploy
Concrete agent applications we ship into facilities environments.
Work order update agent
Drafts job updates from technician notes, photos, and system status, ready for coordinator review.
Close-out pack agent
Turns field notes, checklist answers, and photos into a client-ready close-out pack.
SLA update agent
Reads job timing and status, drafts the SLA update, and flags jobs that need a person to step in.
Recurring issue agent
Looks across site history and flags repeated faults before the next service report goes out.
Client report agent
Builds weekly or monthly client reports from work orders, photos, notes, and exceptions.