Fearn was founded out of firsthand experience in the world of Big Law. In intellectual property law, the most valuable work lies in strategy and judgment — yet most time is lost to formatting, boilerplates, dependencies, and other mechanical tasks. Attorneys and agents are expected to deliver airtight work at breakneck speeds, while juggling outdated tools that were never built for IP. Worse, many cloud-based AI solutions expose sensitive client data. They use third-party AI models, over which they have no control, and they pass along those risks to the IP professionals. Such tools endanger the confidentiality and trust that attorneys spend years building with their clients.

Fearn automates the mechanical layer of IP drafting so professionals can focus on the creative and strategic core of their work. Our specialized, in-house AI models can run entirely on your infrastructure, and need not touch the cloud. We’ve spent countless hours in R&D with some of the top AI researchers, to develop models over which we have complete control. We can deploy these models locally, so that every firm has complete sovereignty over its data. Even our training data has been curated and labelled meticulously, by industry leading IP professionals, to ensure the highest quality model outputs. Fearn protects the integrity of innovation, while cutting hours of repetitive work.