FRIENDLY

AI infrastructure for insurance decisioning -- transforming complex documents into structured, auditable insights

Document Management Growth Bootstrapped

Overview

Friendly is an AI document processing platform built for insurance and reinsurance organizations operating in Life, Disability, Health, and Annuities lines. The platform functions as an intelligence layer between raw source documents and downstream decisioning systems, digitizing and organizing structured and unstructured data from medical records, financial documents, handwritten notes, and reinsurance treaties into structured, decision-ready outputs.

The platform delivers extraction at 7,000 pages per hour with a reported 95% accuracy rate, supported by built-in confidence scoring that flags low-confidence outputs for human review. All extracted data points are linked to their originating source documents, providing full audit traceability for underwriting, claims, and reinsurance workflows. Output is multilingual and designed to meet regulatory compliance requirements across North America, UK, and Europe.

Friendly serves enterprise-level insurance and reinsurance organizations including Swiss Re, PPS, and GroupHealth. The company reports 85% efficiency gains when its platform is integrated into existing decisioning workflows.

Products & Services

Life and Health Underwriting

Digitizes and organizes medical and financial documents for underwriting workflows. The system extracts relevant data points from complex documentation and structures them as decision-ready inputs, including a triage capability that classifies cases by risk level using underwriting manuals.

Key Features

Extraction from medical records, financial documents, and handwritten notes
Risk triage classification using underwriting manual rules
Source-linked outputs with confidence scoring
Straight-through processing for new business

Target Users: Life and health carriers, reinsurers

Claims Processing

Automates claims analysis across workers compensation, disability, critical illness, and supplemental benefits lines. Supports full-cycle claim auto-adjudication and produces chronological case timelines for adjuster review.

Key Features

Auto-adjudication for workers comp, disability, and critical illness claims
Chronological case timeline views for claims analysis
AI chat assistant for document queries
Automatic flagging of low-confidence cases for human review

Target Users: Carriers, TPAs, reinsurers

Reinsurance Agreement Analysis

Analyzes reinsurance treaties, extracts key contract terms, and compares data across multiple documents. Designed to accelerate contract review and support compliance workflows.

Key Features

Treaty data extraction and structuring
Multi-document comparison across contract terms
Compliance-oriented output formatting
Auditable extraction with source traceability

Target Users: Reinsurers, cedents

At a Glance

Founded: 2019
Headquarters: San Francisco, California
Employees: 11-50
Funding: Bootstrapped

Category & Focus

Category: Document Management
Subcategories: AI Data Extraction OCR Underwriting Automation Claims Automation
Insurance Verticals: Life & Annuity Health Group Benefits Reinsurance Workers Compensation
Target Customers: Carriers, Reinsurers, TPAs