Klaimy

AI-powered medical document processing for health and life insurers

Document Management Startup Seed

Overview

Klaimy is a document intelligence platform for health, disability, and borrower insurers. Founded in Paris in 2023, the company automates the extraction and structuring of data from medical and administrative documents used in underwriting and claims processing. The platform targets health and life carriers, reinsurers, and brokers primarily across the French market, with expansion plans into the UK.

The platform uses proprietary medical semantic models and natural language processing rather than general-purpose LLMs, enabling it to process complex, unstructured medical records with reported accuracy above 98%. Klaimy integrates with existing claims management and underwriting systems via RESTful API and handles diverse document types including medical files, invoices, work stoppages, death certificates, and loan documents.

In April 2025, Klaimy raised EUR 1.2M in Pre-Seed funding led by Insurtech Gateway alongside Tenity, U-Investors, and individual angels. The company had paying clients at the time of funding and displays over ten customer logos on its website, including French insurance brokers and specialty insurers.

Products & Services

Medical File Processing

Identifies risk factors and synthesizes data from unstructured medical records for use in underwriting and claims assessment. Processes multiple document formats and delivers structured outputs to downstream systems.

Key Features

Proprietary medical semantic model trained on insurance-specific medical knowledge
98%+ accuracy on structured and unstructured document extraction
Output formatted for integration with underwriting and claims platforms

Target Users: Health and life underwriters, claims handlers

Medical Invoice Processing

Automates processing of medical invoices across formats including alternative medicine, dental, clinic, and pharmacy receipts. Extracts billing data and maps line items for reimbursement workflows.

Key Features

Multi-format invoice parsing
Automated line-item extraction
Compatible with health claims management systems

Target Users: Health insurance claims teams

Administrative Document Processing

Handles administrative documents used in health and disability insurance workflows including work stoppages, death certificates, loan statements, and loan offers.

Key Features

Automated parsing of work stoppages, death certificates, loan amortization tables
Structured data output for downstream systems
Supports French regulatory document formats

Target Users: Life, disability, and borrower insurance operations teams

At a Glance

Founded: 2023
Headquarters: Paris, France
Employees: 11-50
Funding: Seed

Category & Focus

Category: Document Management
Subcategories: AI Document Extraction Medical Data Processing Underwriting Automation
Insurance Verticals: Health Life & Annuity Group Benefits
Target Customers: Carriers, Brokers, Reinsurers