Audit-Ready Intake · Built for fintech and insurance
Every claim triaged in minutes.
Your data stays yours.
RVVR reads each claim, dispute, and application as it arrives, pulls out the facts, and routes it to the right person. Your compliance team decides which models are allowed to see which data, your data never trains anyone's model, and every decision is logged, so compliance can actually sign off.
Book a DemoThe problem
Intake is where the money and the risk pile up.
Your best people are reading the mail
Claims and disputes come in faster than anyone can read them. Adjusters and analysts spend the first hours of every file reading, keying, and sorting before the real work starts.
The clock starts on arrival
Reg E, CFPB windows, state service standards. The deadline starts counting the moment an item lands, whether anyone has looked at it or not.
And you can't just use ChatGPT
You can't control which model sees the data or prove it isn't training on it, and no compliance team is approving an autonomous agent. So the AI project sits in legal review while the queue grows.
How it works
Five steps. Every one of them logged.
01
Read
Every item that arrives gets read in full, attachments included. Scanned documents go through OCR.
02
Understand
The facts land in your fields: parties, amounts, dates, policy and account numbers.
03
Classify
Severity, reason code, which deadline applies. Every call cites the source it relied on.
04
Route
The item lands with the right adjuster, analyst, or queue. Usually inside five minutes.
05
Log
What came in, what source it used, what it decided, who approved it. Written down for every item, ready for an auditor.
Your team approves every routed result. Nothing acts on its own.
For insurance
FNOL & claims triage
The pain
First Notice of Loss stacks up while adjusters read, key facts, and assign severity by hand. A slow first touch costs money and breaks service standards.
What RVVR does
Every new claim arrives already read, summarized, classified for severity and reason code, and routed to the right adjuster, with the audit entry written. An adjuster approves before anything moves.
For fintech
Dispute & complaint intake
The pain
Reg E and CFPB deadlines don't move. Every dispute sitting unread is exposure that someone in compliance eventually has to answer for.
What RVVR does
Every dispute comes in categorized by reason code and regulation, deadline flagged, acknowledgement drafted, and routed, with the audit entry written. Your team approves before anything goes out.
Why RVVR
Built to survive the meeting where AI projects usually die.
You choose what the models see
Your data is never used to train anyone's model. Run frontier models through governed, no-training APIs, or keep the most sensitive work on RVVR's own and self-hosted models. Compliance sets the boundary.
An audit trail you can hand over
Every decision records what came in, what source it relied on, what it decided, and who approved it. That holds up better than a person triaging fast with no notes.
We run it for you
No AI team to hire, no framework to babysit. We deploy it, tune it, and send you a monthly report on what it did and what it saved.
The Proof Pilot
Live and audit-ready in a week, or you don't pay.
- Scope
- One intake stream, your real data, under your model policy
- Timeline
- Live in 5 business days
- Price
- $7,500, credited in full toward your subscription if you continue
- Success
- One number, agreed in writing before we start
By day 30 you either have a working system and the numbers to prove it, or a report on exactly what happened and no further obligation. Your security team gets a direct walkthrough before you commit.
Thirty minutes, on your intake.
Bring a real claim or dispute and we'll show you what happens to it: read, classified, routed, and logged.
Book a Demo