Rote
Rote provides AI-powered software that automates insurance claim dispute analysis for independent auto body shops. Its agents audit carrier estimates, draft citation-backed supplement responses, and track claims to payment, serving collision repair shops across North America via a subscription model.
- Company typePrivate
- Founded2026
- HeadquartersIthaca, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Rote does
Rote Inc. is a privately held B2B SaaS company that operates an AI-powered platform automating insurance claim dispute analysis for independent auto body shops. The platform's AI agents audit carrier estimates line-by-line, reconcile disputed operations against P-pages, OEM procedures, and Database Enhancement Gateway (DEG) precedent, and draft citation-backed supplement responses that shop estimators approve with a single tap before sending. Rote integrates with all three major collision estimating systems—CCC/MOTOR, Mitchell, and Audatex—allowing agents to cite the specific guide edition and system the original claim was written in. The product is positioned to eliminate the two hours of skilled labor per disputed claim that currently makes small short pays uneconomical to fight, enabling shops to recover revenue they previously wrote off.
The underlying technology stack relies on third-party foundation models: Anthropic's Claude API generates supplement text and written arguments, while OpenAI models perform semantic operation matching against P-page citations and DEG precedents. Document storage runs on AWS with AES-256 encryption, and subscription billing is handled through Stripe. The product architecture includes automated intake (forwarding carrier estimate PDFs to [email protected]), multi-round supplement drafting, follow-up tracking on the carrier's response clock, and escalation file generation when carriers refuse to move. A companion blog provides educational content on P-page citations, insurer denial tactics, and supplement strategy, serving as top-of-funnel demand generation.
Rote employs a flat-rate monthly subscription model with three tiers: Supplement Pro at $500/month, Supplement Pro+ at $1,000/month, and a Specialist tier with custom pricing. The company is incorporated in California, headquartered in Ithaca, New York, and operates with 1-10 employees. As of 2026, the company is in private beta with undisclosed customer count, has not announced any external funding, and markets primarily through direct sales via demo booking and content marketing targeted at independent collision repair shops across North America.
Rote firmographics
Firmographics- Name
- Rote
- Legal name
- Rote Inc.
- Website
- https://tryrote.com
- Company type
- Private
- Founded year
- 2026
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Rote provides AI-powered software that automates insurance claim dispute analysis for independent auto body shops. Its agents audit carrier estimates, draft citation-backed supplement responses, and track claims to payment, serving collision repair shops across North America via a subscription model.
- Ownership category
- akta.pro rank
Rote industry classification
Industry- Product category
- Insurance Claims Software
- NAICS
- Software Publishers (5132)
- SIC
- Services-Testing Laboratories (8734)
- akta.pro primary industry
- Human Oversight, Review & Content Moderation Tooling (HDAAAMAH)
- akta.pro secondary industry
- Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) (HDAAAMAE)
Keywords
Where Rote is headquartered
LocationHeadquarters
- HQ city
- Ithaca
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Rote business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- Subscription Revenue: Flat-rate monthly subscription model with tiered pricing. Supplement Pro at $500/month and Supplement Pro+ at $1,000/month. Billed monthly with automatic renewal. No usage-based or per-claim fees - agents handle unlimited claims within the subscription.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Supplement Pro - Entry-level subscription |
| Subscription | Monthly | Supplement Pro+ - Premium subscription |
| Subscription | Monthly | Specialist - High-touch enterprise tier |
Go-to-market motion1 record
Distribution channels2 records
Marketing channels3 records
Rote product offering
Product offeringCore offering
Rote provides an AI agents platform that automates insurance claim dispute analysis for independent auto body shops. The software audits carrier-supplied estimates against P-pages, OEM procedures, and DEG precedent, then drafts citation-backed supplement responses and tracks claims to payment. Customers forward carrier estimate PDFs to [email protected] and approve agent-generated outputs with a single tap before messages are sent under the shop's own name.
Product overview
Rote offers a unified AI-powered software platform for collision repair shops, with AI agents that audit carrier estimates, draft supplement responses with P-page citations and DEG precedent, and track claims through to payment. The platform is sold via three subscription tiers (named variously across sources as Supplement Pro/Pro+, Supplement OS/OS Pro, and Specialist/Specialist OS at price points of $500/month, $799-$1,000/month, and $2,000/month), all built on a core engine using Anthropic Claude API for text generation and OpenAI for semantic operation matching. A companion blog provides educational content on supplement arguments and industry practices.
Differentiator
Problem solved
Functional benefit
Products and services
- Rote AI Agents Platform AI-powered B2B software platform that helps independent auto body shops audit insurance carrier estimates, draft supplement responses citing P-pages and DEG precedent, and track claims to payment. Agents perform research and drafting; users approve with one tap before any submission is sent under the shop's own name.
Quantifiable outcome
- Median revenue recovered per shop: $0/mo incremental (from forward-email-and-approve workflow)
- +4 more outcomes
Companies that use Rote
Customer profileSegments2 records
Ideal customer profiles2 records
Rote technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability6 records
Feature5 records
Rote partnerships and signals
Strategic signalPartnerships
Four partnerships are on record, tiered core.
- StripecorePayment processing provider. Rote uses Stripe for subscription billing. Customers' payment info is processed by Stripe with Rote only receiving tokenized references and card last four digits.
- Amazon Web Services (AWS)coreCloud hosting and document storage provider. Rote stores uploaded PDFs and generated outputs on AWS infrastructure with AES-256 encryption at rest.
- Anthropic (Claude API)coreAI model provider powering supplement text generation. Rote uses Claude API to generate citation-backed supplement arguments and responses.
- OpenAIcoreAI model provider for semantic operation matching. Rote uses OpenAI models to match disputed operations to relevant P-page citations and DEG precedents.
Scale indicators2 records
Recent moves5 records
Expansion highlights5 records
Rote competitors and assessment
Company assessmentMarket position
Competitive moat4 records
Key highlights7 records
Customer concentration
Rote social profiles
Digital presenceRote financial estimates
Financial estimateRevenue estimate
Valuation estimate
Rote leadership team
Management profileNumber of profiles
Rote funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Rote M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Rote
What does Rote do?
Rote provides an AI agents platform that automates insurance claim dispute analysis for independent auto body shops. The software audits carrier-supplied estimates against P-pages, OEM procedures, and DEG precedent, then drafts citation-backed supplement responses and tracks claims to payment. Customers forward carrier estimate PDFs to [email protected] and approve agent-generated outputs with a single tap before messages are sent under the shop's own name.
Is Rote a public or private company?
Rote is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Rote founded?
Rote was founded in 2026. It employs 1 to 10 people.
Where is Rote based?
Rote is headquartered in Ithaca, United States, in the North America region.
How does Rote make money?
One revenue line is on record: subscription Revenue.
Does Rote have an API?
No public API is recorded for Rote.
What industry is Rote in?
Rote's product category is Insurance Claims Software. Its primary akta.pro industry code is HDAAAMAH, Human Oversight, Review & Content Moderation Tooling, with a secondary code of HDAAAMAE, Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001). Its NAICS code is 5132 and its SIC code is 8734.