See what an AI employee actually produces.
The value is not a chat bubble. It is the handoff: the prepared estimate packet, the revived lead, the bid checklist, the urgent call summary, and the weekly scorecard.
Lead response employee
Trigger
A roofing lead comes in from a form at 9:47 PM.
Output
The AI sends the first reply, asks qualifying questions, offers inspection windows, tags urgency, and sends the team a clean handoff.
Estimator assistant
Trigger
A contractor receives a job request with scattered photos and missing scope details.
Output
The AI requests missing inputs, organizes photos, drafts scope notes, and prepares a review packet before pricing.
Bid assistant
Trigger
Bid invites arrive across email, portals, and shared folders.
Output
The AI extracts deadlines, requirements, location, trade fit, risks, and a go/no-go checklist for the team.
AI receptionist
Trigger
A service call hits after-hours or during a dispatch rush.
Output
The AI answers, captures job details, checks urgency, summarizes the call, and routes the next step.
What happens next
Pick one workflow. Build one employee. Measure it brutally.
The first build should be narrow enough to launch quickly and valuable enough to keep.