Built by someone who’s been on the other side of the estimate.

I’ve spent close to two decades running restoration jobs in the Pacific Northwest — mitigation, mold, fire and smoke, rebuild. I’ve written supplements that got approved in 48 hours, and supplements that died in an adjuster’s inbox for nine months. The difference, every time, was whether the line items were anchored in standards the carrier couldn’t hand-wave away.

ANSI/IICRC S500, S520, S700 are written specifically to arbitrate that argument — what counts as proper drying, what triggers Category 3, when antimicrobial application is required, what equipment density satisfies the psychrometric math. But reading them, citing them, and cross-referencing them against a carrier estimate line by line takes hours per claim. Most operators don’t have that time. So the carrier wins by default.

VVON is the tool I wished existed every time I sat down with a stack of photos, a moisture log, and a carrier estimate that scoped a fraction of the containment a real Category 2 job needed. It reads the policy. It audits the estimate. It cites the standard. It flags what’s missing. The output is a record I can hand to an adjuster, an attorney, or an appraisal panel — and they engage with the citation, not the tone.

VVON is not a public adjuster. It will not represent you, file your claim, or argue your case for you. It gives you the read so you can decide what to do with it. That distinction is intentional and it’s enforced in the code — every AI output passes through a compliance guard that blocks advocacy language before it reaches you.