We Built an AI That Drafts Patent Responses — Here's What We Learned

I'm not a patent attorney. I'm a developer who ended up deep in one of the most jargon-heavy, process-heavy, deadline-driven workflows in the legal industry — and built an AI to automate it. Here's what actually happened. The problem I stumbled into A patent attorney friend walked me through what happens after you file a patent and the USPTO rejects it. The examiner sends back what's called an office action — a multi-page document that goes claim by claim, maps each limitation to prior art references, and explains why your claims aren't patentable. §101, §102, §103, §112 — each rejection type has its own legal framework, its own case law, its own formatting requirements. The attorney now has 3 months to respond or the application goes abandoned. And responding isn't just "write a letter saying you disagree." It involves: Downloading every cited prior art reference (sometimes 10+) Reading each reference to find where the examiner mischaracterized it Looking up relevant MPEP sections and