Decode. Audit. Defend. The full stack.
The same three-step flow you see on the homepage — Decode the policy, Audit the scope, Defend the supplement — runs across eight specialized engines under the hood. This page maps every step to the engines that power it, then lists the full inventory for sophisticated buyers.
Turn an unreadable policy or a one-page denial letter into a structured, plain-English map. Coverages, exclusions, sublimits, endorsements — every clause extracted with a confidence value and the section number it came from.
- Policy Intelligence Engine — Parses HO-3 / HO-5 forms, declarations pages, and endorsements into a coverage map with confidence per clause.
- Denial Decoder — Reads carrier decision letters, cross-references the cited policy sections against the policy itself, surfaces contradictions.
Cross-reference the carrier estimate (or your own scope) against ANSI/IICRC standards, OSHA requirements, and manufacturer specs. Every gap surfaces with the section number, the evidence, and the dollar impact.
- Standards Engine — Maps real loss conditions to S500, S520, S700, and OSHA 29 CFR — never blindly applies a standard, always explains the reasoning.
- Defensibility Engine — Attaches photo and reading evidence to every line item, surfaces missing documentation, scores the audit for appraisal-readiness.
- AI Restoration Estimating Engine — Reads photos, video, Matterport, moisture and psychrometric logs, generates the standards-aware estimate the carrier left short.
Produce the supplement, the rebuttal, and the structured record. Technical tone, citation-anchored, replayable in front of an appraisal panel — the artifact the carrier can't dismiss with a one-paragraph response.
- Supplement & Rebuttal Engine — Generates supplements, rebuttals, F9 notes, and carrier response packets. Never adjuster, never legal advice — always technical.
- Carrier Intelligence Network — Learns from supplement outcomes across the customer base, surfaces probability ranges by carrier and region — never promises.
- Unified Claim Graph — Every photo, reading, line item, citation, and decision becomes a connected node. The claim is finally one object you can hand off.
- Claim Health Monitor — Tracks delays, stalled supplements, and missing carrier responses across the portfolio so nothing rots in someone's inbox.
Read a policy in three seconds. Understand it in twenty.
VVON™ parses declarations pages, endorsements, and denial letters into a visual coverage map that a homeowner — or a jury — can actually understand. Confidence-based language, child-readable summaries, contradiction detection, and a Denial Decoder™ that explains exactly which clause the carrier leaned on (and which ones they ignored).
- Plain-English translator with visual coverage maps
- Denial Decoder™ identifies referenced language, contradictions, and unresolved areas
- Separates scope disputes, pricing disputes, and coverage disputes — the three are not the same
- Never guarantees coverage; always uses "likely", "potentially", "may depend on"
Standards-aware. Never standards-bullying.
The Standards Engine maps real conditions — contamination category, class, drying goals, engineering controls — to ANSI/IICRC S500, S520, S700, OSHA, and manufacturer requirements. It explains the reasoning, surfaces confidence, and flags missing documentation. It will not justify what the photos don't support.
- Category & class determination tied to uploaded evidence
- Engineering controls, PPE, containment, filtration logic
- "Additional documentation recommended" — never silent fabrication
- Audit trail per line item: which standard, which photo, which reading
Every photo, reading, line, and clause — one connected object.
For the first time, a claim isn't a folder of PDFs. It's a graph. Photo #18 supports drywall removal. Moisture reading #4 supports Category 3. Containment Level 3 links to S500 §12.2. The carrier's denial statement links to the disputed line items it actually contradicts. Click any node — see everything it touches.
- Forensic evidence linkage across photos, readings, scope, standards, policy
- Click a denial statement — see exactly which line items it contradicts
- Click a line item — see every piece of evidence backing it
- Exportable as a defensible record for any reviewer
Eight engines under the three-step flow.
Decode, Audit, and Defend are the steps a customer experiences. Inside the platform, each step runs across multiple specialized engines — eight in total — so the work that produces a defensible record is auditable end to end. This is the inventory.
Policy Intelligence Engine™
Transforms unreadable policies, declarations pages, endorsements, and denial letters into plain-English coverage maps. Surfaces exclusions, sublimits, and obligations with confidence-based language.
AI Restoration Estimating Engine™
Mitigation, mold, fire/smoke, rebuild, and contents — all standards-aware. Reads photos, videos, Matterport, moisture, psychrometric, thermal, and floor plans to generate evidence-linked estimates.
Standards Engine™
Maps real conditions to ANSI/IICRC S500, S520, S700, OSHA, and manufacturer requirements. Never blindly applies a standard — always explains the reasoning and flags missing evidence.
Defensibility Engine™
Every line item carries its receipts — supporting evidence, confidence level, standards basis, and a warning if documentation is missing. Estimates that hold up to scrutiny.
Supplement & Rebuttal Engine™
Generates supplements, rebuttals, F9 notes, and carrier response packets. Professional, technical tone — never adjuster, never legal advice, never accusatory.
Carrier Intelligence Network™
Learns from supplement outcomes, adjuster tendencies, and regional patterns. Provides probability ranges — never promises — so you walk into every conversation prepared.
Unified Claim Graph™
Every photo, reading, line item, standard, and denial statement becomes a connected node. The first time a claim has actually been a single object.
Claim Health Monitor™
Tracks delays, unresolved supplements, missing carrier responses, stalled activity, and communication gaps. Visualizes claim progress as a living timeline — so nothing rots in someone's inbox.
Explore →A tool, not a representative.
VVON™ is engineered with explicit boundaries. Confidence-based language. Recommendation framing. Evidence limitations. Always.
What VVON™ will never do — and what it always will
Never
- ×Act as a public adjuster
- ×Guarantee claim outcomes
- ×Provide legal advice
- ×Guarantee coverage or payment
- ×Represent itself as an engineer or hygienist
- ×Use aggressive, accusatory carrier language
Always
- ✓Use confidence-based language ("likely", "may depend on")
- ✓Frame outputs as recommendations
- ✓Disclose evidence limitations and missing data
- ✓Recommend contractor / professional verification
- ✓Cite the standard, the photo, and the reading behind every claim
- ✓Distinguish scope vs. price vs. coverage disputes
Find what your carrier missed.
Upload one estimate. Get a forensic gap analysis based on ANSI/IICRC standards. First review free — no card required.