V

Install right.Prove it instantly.

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.

Tenant-isolated You own the data
On site · Job #FM-4471 · Live capture
9:41 LTE
Checkpoint · 1 / 5 Sealed
Thread Engage
Shutoff accessible
Braided line connected
No kinks at fitting
Privacy mask
On capture
Sealed
Time-stamped

60 million installs a year. None of them verified.

Failed installs are expensive, hard to attribute, and invisible until there is a claim. Today there's no record of what happened on site.

Built for the teams on the hook for the install
Retailers OEMs Final-mile providers

Every job documented before the truck leaves.

Pre-visit readiness assistant on phone, confirming the home and appliance before the job
01 · Pre-visit

Customer site input

Homeowner submits site conditions and photos via email or SMS before the job. No app to download, no friction.

On-site guided photo capture with computer-vision verification and privacy mask
02 · On-site

Installer job brief

Highest-consequence photos verified by computer vision. Adjustments suggested on the spot. Faces blurred on capture.

Sealed job summary — time-stamped, verified proof bundle
03 · Post-visit

Verified record

Time-stamped, sealed proof bundle. Defensible attribution for every claim, return, and warranty event.

The truck leaves once. Make it count.

Fewer callbacks & less troubleshooting

Errors are corrected on-site, not on a return visit. Job briefs and on-site guidance cut rework before it happens.

Clean settlement, defensible liability

Verified photos settle payment and cut disputes. Time-stamped records push claims to the OEM or installer where they belong.

Consistent execution, 1P or 3P

The same verification layer holds every crew to one standard — across markets, vendors, and contractor networks.

New revenue from the record

Address-level install history powers replacement timing, cross-sell, and service-plan attach long after the crew leaves.

What the crew sees. What the office gets.

What the installer sees

The right photo, prompted

Told exactly what to capture next — and re-shoot before they leave if it won't hold up.

Answers by voice

Torque specs, configuration, what the standard requires — answered from the SOP and prior installs, hands-free.

No call to the back office

The knowledge base carries the tricks and fixes flagged by crews who hit the same job before.

What the back office gets

A sealed, attributed record

Time-stamped and signed per checkpoint — QA reviews exceptions, not every job.

Disputes that settle fast

One link resolves a claim or return with defensible proof of what was done, when, and by whom.

Network-wide visibility

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.

Record · FM-4471
Sealed
Pre-visit conditions
14:02:11
Serial & SKU captured
14:08:40
Anchor bracket RESHOT
14:15:55
Clearance & finish
14:19:02
SKU
47-TVMNT-XL
Tech
3P · #228
CV conf
0.94 · 7/7

Team

Katelyn Foley
Katelyn Foley
Co-Founder & CEO

Serial entrepreneur with 15+ years of experience launching startups with large corporations. Former President of UP.Labs and Partner at BCG, where she built physical world businesses in spaces such as logistics, supply chain, and payments.

Danilo Gasques
Danilo Gasques
Co-Founder & CTO

Researcher-turned-founder working at the intersection of computer vision, augmented reality, and AI. Previously built technology for image-guided medical procedures and surgical navigation at Medivis. Ph.D. in Computer Science from UC San Diego.

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