Computer vision, multimodal AI, and AR guide the installer through the work in real time — verifying the highest-consequence steps on the spot and sealing a time-stamped record before the crew leaves. Same standard across 1P techs and 3P contractors.
Failed installs are expensive, hard to attribute, and invisible until the callback. Today there's no shared record of what actually happened on site.
Three moments, one connected record — from the driveway before arrival to the sealed proof bundle at close.

The homeowner submits site conditions and photos by email or SMS. The crew arrives with access, readiness, and context already loaded.

Computer vision, multimodal AI, and AR walk the crew through each step — and verify the highest-consequence photos against the SOP on the spot. Pass, flag, or fix, not on a return visit.

A time-stamped, signed, attributed proof bundle — defensible for every claim, return, and warranty event the job ever generates.
Fewer callbacks, cleaner settlement, and the same standard whether the job runs through a 1P tech or a 3P contractor.
Errors are corrected on-site, not on a return visit. Job briefs and on-site guidance cut rework before it happens.
Verified photos settle payment and cut disputes. Time-stamped records push claims to the OEM or installer where they belong.
The same verification layer holds every crew to one standard — across markets, vendors, and contractor networks.
Address-level install history powers replacement timing, cross-sell, and service-plan attach long after the crew leaves.
Told exactly what to capture next — and re-shoot before they leave if it won't hold up.
Torque specs, configuration, what the standard requires — answered from the SOP and prior installs, hands-free.
The knowledge base carries the tricks and fixes flagged by crews who hit the same job before.
Time-stamped and signed per checkpoint — QA reviews exceptions, not every job.
One link resolves a claim or return with defensible proof of what was done, when, and by whom.
Installer performance and failure modes by SKU — so the next install benefits from the last.
Every install seals into a defensible bundle: who, what SKU, which checkpoints, verified by computer vision, time-stamped and attributed. Embedded into your existing FSM and installer surfaces.
A working session to define what good looks like, map your data, and stand up one workflow first.
A defensible, time-stamped execution record for every field-service install.
In active design-partnership conversations with Fortune 500 retailers, OEMs, and final-mile providers.