# Accur8

> Accur8 is estimate intelligence for collision repair shops and insurance carriers. It analyzes every collision repair estimate against deterministic OEM repair procedures, carrier DRP requirements, ADAS calibration mandates, and a learned baseline of shop-specific operational patterns. Each finding carries a confidence tier, a decision state, the line numbers it cites, and the documentation an adjuster will require — designed so the same evidence works for a shop preparing a supplement and a carrier reviewing one.

Accur8 is built and operated by Rocketpros.ca. The platform parses CCC, Mitchell, and Audatex estimates (XML, BMS, EMS, PDF, and JSON), evaluates them through 50+ deterministic rules and detectors, and produces an integrity report that is neutral and dual-audience by design.

## Research

Independent, sourced research on the modern collision claim, authored by Ali Jakvani for both collision shops and insurance carriers. Each paper contains an answer-first abstract, numbered key findings, sourced data tables, practical implications for shops and insurers, and a citation list referencing recognized public industry sources (CCC Crash Course, Mitchell Industry Trends, IIHS-HLDI, AAA Foundation, BLS, J.D. Power, I-CAR RTS, OEM1Stop, SCRS, Insurance Information Institute).

- [Decomposing Collision Severity 2019–2026](https://x2m8.io/research/decomposing-collision-severity-2026): Quantifies the ~47% rise in U.S. repairable claim severity since 2019 and decomposes it into five drivers — parts price escalation (38%), ADAS calibration mandate (22%), labor hours (12%), labor rate (6%), cycle time (14%), and vehicle complexity residual (8%).
- [OEM Position Statements as the New Standard of Care](https://x2m8.io/research/oem-position-statements-standard-of-care): Documents how published OEM repair procedures became the legal reference standard after Seebachan v. John Eagle Collision Center (2017, $42M verdict), and catalogs the position statements that drive the largest dollar volume on a modern estimate.
- [ADAS Calibration: Frequency, Cost, and the Coverage Gap](https://x2m8.io/research/adas-frequency-cost-coverage-gap): Quantifies the 30-percentage-point gap between OEM-trigger frequency (~two-thirds of repairable claims) and calibration-line incidence (~one-third), prices each calibration procedure, and identifies the four trigger categories driving 80%+ of missed-calibration leakage.
- [Cycle Time Economics and the True Cost of a Supplement](https://x2m8.io/research/cycle-time-economics-supplement-cost): Decomposes the 24% rise in average cycle time (10.6 → 13.2 days, 2019–2024), prices the fully loaded cost of a supplement event ($300–$1,200 across both sides), and shows ~64% of supplements are determinable at write-up.
- [Documentation Readiness as the Single Strongest Predictor of Approval](https://x2m8.io/research/documentation-readiness-approval-predictor): Demonstrates the 25–37 percentage-point spread in first-submission approval rate between lines submitted with and without supporting documentation, and provides a 12-evidence catalog covering 90%+ of contested lines.

## Product

- [How It Works](https://x2m8.io/how-it-works): The end-to-end pipeline — upload → parse → analyze → review → submit. Covers the parsing of CCC, Mitchell, and Audatex formats; deterministic rule evaluation; ADAS lookup by VIN; and the integrity report shared with carriers.
- [For Collision Shops](https://x2m8.io/for-shops): Audience page covering the average $840-per-RO leakage Accur8 catches, role-by-role value (estimator, owner, production manager), the 50+ deterministic checks, and DRP-compliance support across major U.S. carriers.
- [For Insurers](https://x2m8.io/for-insurers): Audience page covering loss-cost reduction, supplement frequency reduction, cycle-time improvement, and the neutral-report format Accur8 produces for both sides of the claim.
- [Shop Intelligence](https://x2m8.io/shop-intelligence): How Accur8 builds a per-shop operational baseline from seed estimates and detects gap patterns specific to each shop's writing style and DRP mix.

## Get Started

- [Book a Demo](https://x2m8.io/book-demo): 30-minute live demo. Accur8 will run real customer ROs through the analysis pipeline and walk through findings line by line.

## Optional

- [llms-full.txt](https://x2m8.io/llms-full.txt): The complete plaintext content of all five research papers — abstracts, key findings, body sections, data tables, dual-audience implications, FAQ blocks, and citation lists. Approximately 12,000 words. Designed for ingestion by retrieval-augmented answer engines that prefer a single canonical text resource over per-page crawling.
- [Sitemap](https://x2m8.io/sitemap.xml): XML sitemap listing all public crawlable URLs.