Extend

Leader

San Francisco AI document processing using LLMs for enterprise data extraction from invoices, contracts, and forms; $17M Innovation Endeavors and YC-backed at multi-million ARR serving Brex and Square cash-flow positive.

Company Overview

About Extend

Extend is a San Francisco-based AI document processing platform using large language models to provide accurate data extraction and document understanding for enterprise workflows — turning unstructured documents (invoices, contracts, medical records, financial statements, onboarding forms) into structured data at the accuracy and cost level that manual processing and traditional OCR cannot match at scale. Backed with $17 million raised in combined seed and Series A funding led by Innovation Endeavors with Y Combinator, Homebrew, and angel investors including Adobe's CSO and Vercel's CEO, Extend reached multi-million dollar ARR and cash-flow positive status serving customers including Brex, Square, Checkr, and multiple Fortune 500 companies.

Business Model & Competitive Advantage

Extend's LLM-powered extraction differs from traditional OCR and rule-based processing: while OCR extracts raw text and rule-based systems match specific field patterns, Extend's LLM engine understands document context, handles varied formats without template configuration, and extracts structured data from complex layouts (tables, multi-page contracts, handwritten annotations) where rule-based systems fail. The human-in-the-loop quality control layer uses reviewer feedback to continuously improve extraction accuracy for each customer's specific document types and vocabulary — reducing ongoing manual review burden as the model learns document patterns.

Competitive Landscape 2025–2026

In 2025, Extend competes in the intelligent document processing (IDP) market with Hyperscience ($190M raised), Instabase, and cloud platform document AI (AWS Textract, Google Document AI, Azure Form Recognizer) for enterprise document processing. General-purpose AI APIs have democratized IDP capabilities, but Extend's differentiation is production-ready accuracy, human-in-the-loop quality control, and domain-specific fine-tuning that raw LLM APIs don't provide. The 2025 strategy focuses on fintech and healthcare document verticals (high document volume, strict accuracy requirements), expanding the pre-built document type extractor library, and building the API suite for enterprise-scale document processing deployments.

Revenue
$17M
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Key Differentiators

Market Leader

Extend is recognized as a market leader in the Infrastructure sector, demonstrating strong industry presence and customer trust.

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