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Automat, Inc.

Automat, Inc. builds self-healing AI agents for business workflows, covering enterprise RPA and document extraction with fine-tuned Visual Language Models.

Automat, Inc. builds AI agents for business workflow automation, working across Robotic Process Automation (RPA) and Intelligent Document Processing (IDP). Its technical stack spans large language models, Visual Language Models, document extraction and computer-use automation, with particular attention to screen interaction and navigation of legacy systems. The company positions its agents as self-healing, reliable and scalable, aiming to redefine enterprise RPA rather than incrementally improve on it.

Its Enterprise AI Agents product automates processes such as credit dispute resolution, card issuance and account management. The agents can see screens, read complex documents, click buttons and operate legacy systems as a human would. Configuration is done through video demonstrations and plain-text descriptions rather than code, allowing operations teams to specify automations without engineering work. The company states its approach runs 10X faster and at one-tenth the price of legacy RPA solutions.

Separately, Automat's Intelligent Document Processing capability performs document extraction using fine-tuned Visual Language Models designed for reading complex documents. Customers and target verticals include insurance, with Fortune 500 insurers, as well as healthcare, financial services and banking.

Automat was founded by two ex-Google engineers and is backed by Y Combinator, Initialized Capital and Khosla Ventures. Further details on the company are available at runautomat.com.

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