Fearn

Fearn is an AI-powered intellectual property technology company that provides an end-to-end patent drafting, management, and filing platform for engineers, scientists, and legal professionals. The platform enables users to generate defensible patent portfolios from invention disclosures, codebases, preprints, or voice input, streamlining the proces... s from disclosure to draft to filing in a single environment. Fearn's platform includes a Patent Match feature that connects users with a vetted network of patent agents and attorneys for review and filing verification. The company's AI models are built on proprietary neurosymbolic architectures specifically designed for patent law, trained on expert-labeled data to deliver hallucination-resistant, mechanically correct outputs. Enterprise instances can be privately fine-tuned on a client's own drafting style, claim structures, and technology domains, with no data shared with third-party AI model providers. Fearn serves engineers and scientists at startups and public companies, as well as patent law practices seeking to improve efficiency and reduce IP costs.Read More