Top 11 Intelligent Document Recognition startups in USA
Feb 16, 2026
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17
1
Funding: $2B
UiPath develops the leading RPA platform for automating complex processes. It can be deployed in the cloud or on-premises and enables creation of AI agents, their orchestration, intelligent document processing and automation of user interfaces for any application. Agent-based UI automation intelligently understands screens, navigates layouts and recovers from unexpected changes. The system also enables the implementation of API-centric use cases to improve enterprise-wide data consistency and the automation of multi-step processes by combining API calls using deterministic logic.
UiPath develops the leading RPA platform for automating complex processes. It can be deployed in the cloud or on-premises and enables creation of AI agents, their orchestration, intelligent document processing and automation of user interfaces for any application. Agent-based UI automation intelligently understands screens, navigates layouts and recovers from unexpected changes. The system also enables the implementation of API-centric use cases to improve enterprise-wide data consistency and the automation of multi-step processes by combining API calls using deterministic logic.
2
Funding: $292M
Instabase is providing an apps platform that can be used to understand and analyze unstructured data.
Instabase is providing an apps platform that can be used to understand and analyze unstructured data.
3
Funding: $288.9M
HyperScience helps its customers save enormous time spent on manual data extraction from forms and the tedious data capturing process from pay stubs and invoices. The data are naturally aligned even when they’re split in the different fields and under distinct names between documents.
HyperScience helps its customers save enormous time spent on manual data extraction from forms and the tedious data capturing process from pay stubs and invoices. The data are naturally aligned even when they’re split in the different fields and under distinct names between documents.
4
Funding: $127M
Ocrolus is a document automation platform in financial services that powers the digital lending ecosystem with trusted data.
Ocrolus is a document automation platform in financial services that powers the digital lending ecosystem with trusted data.
5
Funding: $120.7M
Hive provides cloud-based enterprise AI solutions designed for intelligent automation.
Hive provides cloud-based enterprise AI solutions designed for intelligent automation.
6
Funding: $94.7M
Flatfile is a provider of a data onboarding platform used to import, map, and normalize customer data exhange. Flatfile uses AI to map and resolve schema in documents and extract data.
Flatfile is a provider of a data onboarding platform used to import, map, and normalize customer data exhange. Flatfile uses AI to map and resolve schema in documents and extract data.
7
Parascript is a leading developer of AI solutions for document capture and recognition. The company's intelligent document recognition (IDR) solutions recognize both handwritten and printed text. The system is used to detect check fraud, verify signature authenticity, extract data from structured, semi-structured and unstructured documents (e.g., loan applications, mortgage documents, ballots, petitions) in banks, financial institutions, and government agencies. Acquired by Speak Seeds
8
Funding: $26M
Alkymi is the first ever Data Inbox for enterprises that breaks the unstructured data.
Alkymi is the first ever Data Inbox for enterprises that breaks the unstructured data.
9
Funding: $25M
LexCheck uses AI, including natural language processing, to support processes around editing and negotiating contracts.
LexCheck uses AI, including natural language processing, to support processes around editing and negotiating contracts.
10
Funding: $120K
Visionify provides Machine Learning, Deep Learning and Computer Vision solutions for the modern enterprise.
Visionify provides Machine Learning, Deep Learning and Computer Vision solutions for the modern enterprise.
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