Six situations integrators describe most often. No invented metrics, no fictional customers.
Every new home starts with the same manual setup — and stalls when that one programmer is out.
Realistic outcome: Setup is drafted and reviewed fast. No single point of failure.
Each engineer structures Q-SYS designs a little differently, and the drift shows up in service and handoff.
Realistic outcome: Every project starts from one company-standard foundation.
Newer offices keep hitting problems the original team solved years ago.
Realistic outcome: Expertise stops depending on which building you work in.
As headcount doubled, projects drifted from standards that live in documents nobody reads mid-project.
Realistic outcome: Quality stays recognizable as the company scales.
A tech can spend most of an hour finding how a colleague fixed the same issue months ago.
Realistic outcome: Less hunting, more fixing — and each fix speeds up the next call.
Proposals wait on the one engineer who can size a system accurately.
Realistic outcome: Accurate first-pass scoping, with engineering reviewing what matters.
Every scenario maps back to six kinds of work.
Tell us where your team's time goes. We'll show you what AI can realistically take on.