Where AI works inside an AV company
Obsessed AI builds systems in four places: sales, operations, service and the office. Each one is where a specific kind of AV company money leaks out through hours nobody bills, calls nobody answers, or knowledge that lives in one person's head. Below are sixteen of them, grouped by where they sit, each with what it replaces and what changes.
Sales: the leak between a walkthrough and a signed proposal
The sale is where the clock starts. Every hour a proposal sits unbuilt is an hour a faster competitor has to send theirs first.
| Use case | What it replaces | Result |
|---|---|---|
| Scope to proposal | Rebuilding every quote from scratch after the walkthrough | Draft proposal ready in hours, not days |
| Automated estimate follow-up | Follow-up emails that stop once you're back on a job site | Open estimates get a day 3, day 7 and day 14 nudge automatically |
| Bid defense kit | Guessing why a client picked the cheaper bid | A side-by-side comparison that shows what the low bid leaves out |
| Sales call prep | Winging a sales meeting because there's no one dedicated to sales | A one-page brief on the prospect before the meeting starts |
Scope to proposal is the clearest example. A salesperson walks a job, records a voice memo in the truck naming rooms, TVs and rack locations, and the system turns it into a scope summary the same day. On Obsessed AI's own numbers, proposal turnaround on a standard project drops from four to fifteen days down to under 24 hours. Full detail on AI proposals for AV integrators.
Operations: the leak between a signed deal and a finished install
This is where a vague proposal becomes a tech standing in a driveway asking questions that should have been answered three weeks earlier.
| Use case | What it replaces | Result |
|---|---|---|
| Sales to operations handoff | Installers reverse-engineering the sale on site | Rack location, attic access and keypad placement documented before day one |
| Change order catcher | Extra work absorbed for free because nobody wrote it down | Field notes get checked against the sold scope and drafted into a change order |
| Project closeout packet | An hour of archaeology when a tech who's never seen the house gets the callback | Credentials, network map and rack layout filed the day the job closes |
| Schedule conflict check | Discovering a double-booked crew Monday morning | Conflicts flagged Friday afternoon, while there's still time to fix them |
The handoff is the one with the clearest number attached. On a mid-size project, a bad handoff costs two to eight technician hours in rework and repeat truck rolls, on Obsessed AI's own estimate. A structured kickoff packet, rack location confirmed, client preferences documented, closes that gap before the crew shows up.
Service: the leak between a client's call and a resolved problem
Most AV companies lose reputation here first. A missed call or a slow truck roll is what a client remembers, not the install.
| Use case | What it replaces | Result |
|---|---|---|
| AI call answering | Calls that go to voicemail after hours or during a busy install day | Every call answered within 60 seconds, 24 hours a day |
| Technician knowledge base | Junior techs calling the senior guy from the field for a password or a reset sequence | Any tech gets the documented answer, with its source, in seconds |
| Remote triage before a truck roll | Rolling a truck for a problem that's a reboot | Simple fixes resolved by phone, and the truck that does roll carries the right part |
| Network-first troubleshooting | Blaming the control system before checking the network | Most "the system is broken" calls get isolated to the real cause in minutes |
The knowledge base fixes the pain every AV owner recognizes as "the guy": the one person who knows how the Savant job was wired and gets called constantly because of it. Obsessed AI's own estimate puts four to eight hours of senior tech time back on the table every week once that knowledge lives in a system instead of one person's head.
The office: the leak nobody sees until the numbers are already wrong
Back-office leaks are quiet. Nobody notices a labor overrun or a discontinued part until the invoice or the proposal is already out the door.
| Use case | What it replaces | Result |
|---|---|---|
| Margin watch | Discovering a labor overrun at the final invoice | Overruns flagged mid-job, while the client conversation is still possible |
| Vendor dependency map | Scrambling in forums when a manufacturer discontinues a line | A validated substitute ready before the announcement lands |
| SOP builder | Three months of shadowing before a new hire can work solo | Recorded procedures new hires can follow without a lead tech standing over them |
| Daily ops digest | Opening six different apps every morning to know what's happening | One short morning brief instead of six logins |
None of these systems replace the craft. Wiring, programming and the judgment that comes from doing the install matter exactly as much as they always did. What changes is who has to remember, chase and rebuild the same thing every week.
Three of these use cases are live as their own pages: AI proposals for AV integrators, AI call answering for AV companies, and AI for low voltage contractors, which covers the same systems for the wider trade. Everything on this page is built and run inside Obsessed AI's own operation first. See proof for what that means in practice, or book a free 30-minute discovery call to find which leak is costing your company the most.