Monk AI

Computer vision platform for automated vehicle damage assessment in insurance and automotive

Claims Technology Growth Acquired

Overview

Monk AI is a computer vision platform for vehicle damage detection and condition assessment, serving auto insurers, fleet operators, car rental companies, and automotive remarketing businesses. The platform applies deep learning to analyze vehicle photos and produce structured inspection reports covering damage type, location, and severity.

The platform is delivered as an API-first service, with REST API and mobile SDK integrations that embed directly into existing insurance and automotive systems. Core capabilities include pixel-level damage classification across 15+ damage types, guided smartphone capture for consistent image quality, and VIN and component extraction from vehicle images. Reports are generated in under 10 seconds in JSON, XML, or PDF formats.

Monk AI was founded in Paris in 2019 and raised a EUR 2.1M seed round led by IRIS Capital in 2020. In February 2022, ACV Auctions (NASDAQ: ACVA) acquired Monk SAS for $19 million to expand its digital inspection capabilities. The platform continues to operate as an independent product and is integrated into ACV products including Drivably and Max Digital. Toyota Financial Services France deployed the technology in its TFS Care application for off-lease vehicle inspections in 2023.

Products & Services

Damage Intelligence

AI-powered analysis that detects and classifies vehicle exterior damage from photos or video. Identifies 15+ damage types including scratches, dents, and other exterior defects with pixel-level precision and localization.

Key Features

Detection and classification of 15+ exterior damage types
Pixel-level damage localization and severity grading
Report output in JSON, XML, or PDF within 10 seconds

Target Users: Auto insurers, claims adjusters, fleet operators, leasing companies

Guided Capture

Real-time image validation that guides smartphone users through the capture process to ensure consistent, analysis-ready photos.

Key Features

Real-time feedback on photo angle, lighting, and coverage
Guided capture flows for standardized inspection sets
Quality validation before upload to prevent unusable images

Target Users: Field adjusters, policyholders completing self-service inspections, rental company staff

Vehicle Data Extraction

Extracts VIN and component-level signals directly from vehicle images for identification and condition reporting.

Key Features

VIN extraction from vehicle images
Component-level identification from photos
Structured output for downstream system integration

Target Users: Auto insurers, remarketing platforms, leasing and fleet companies

Operational Workflows

Generates structured inspection reports, alerts, and API-ready outputs for integration into insurance claims and automotive workflows.

Key Features

Inspection report generation with structured data outputs
Workflow alerts and notifications
Integration-ready outputs for claims and auction systems

Target Users: Claims teams, auction and remarketing platforms, vehicle return processors

At a Glance

Founded: 2019
Headquarters: Paris, France
Employees: 11-50
Funding: Acquired

Category & Focus

Category: Claims Technology
Subcategories: Vehicle Damage Assessment Computer Vision Inspection Automation
Insurance Verticals: P&C Personal P&C Commercial Specialty/E&S
Target Customers: Carriers, MGAs/MGUs, TPAs

Customers

Toyota Financial Services France -- integrated in TFS Care for off-lease vehicle inspections (2023)
ACV Auctions (parent company) -- integrated in Drivably and Max Digital products
Autobiz
Getaround
Stellantis