A venture capitalist walks into a patent office
Paul Lee runs Patlytics out of New York, and Patlytics does something unusual for a company with the word "analytics" in it: it sells to patent lawyers. Not to marketers with dashboards, not to sales teams with pipelines, but to the specific breed of professional whose day is measured in claim charts, office actions, and prior art searches. Lee, who co-founded the company with Arthur Jen, closed a $40 million Series B in April 2026. The valuation is not public. The point of the round is: build more of the same thing, faster.
The thing itself is an AI-native platform for patent workflows - a phrase which contains, if you squint, most of the interesting bets Lee has made. AI-native means the software was written after the large-language-model wave, not retrofitted to it. Patent workflow means the users are attorneys, not general knowledge workers, and the product respects the distinction. Platform means Lee wants Patlytics to be the surface on which patent work happens, not one tool among many. This is an ambitious way to describe what is, at ground level, software that helps a lawyer make a chart faster.
Lee did not come from patents. He came from venture capital, which is a nearly perfect training ground for the founder who wants to sell to a suspicious professional class. He started at Mithril Capital, the growth-stage fund Peter Thiel launched to write large checks into companies most VCs would have overlooked. He moved through Global Founders Capital and 8VC. He was, most recently, a partner at Tribe Capital, a firm that manages about $2 billion and where Lee ran the early-stage practice.
The founding story of Patlytics is the kind venture capitalists like: a long friendship, a shared insight, and a decade of patience. Lee met Arthur Jen in 2010, at the University of Waterloo, where Lee was studying chemical engineering and economics and Jen was studying software. They stayed close as their careers diverged - Lee into finance, Jen into engineering - and eventually converged around a thesis that neither could talk themselves out of: intellectual property strategy, done well, fuels innovation. Done badly, or slowly, or expensively, it becomes a tax on the innovators who need it most. Software could fix this, if the software was built by people who actually understood what patent professionals did all day.
What Patlytics does all day, according to Lee and to the company's own materials, is a specific list. Claim chart generation. Invalidity analysis. Prior art search. Office action analysis. Patent portfolio comparison. Patent pruning. Landscape analysis. Invention disclosure. Infringement detection. Read the list once and it sounds like a legaltech vendor's wish list. Read it a second time and notice that each of these tasks is the sort of thing a partner at a law firm bills out at $1,200 an hour to do by hand.
Lee's pitch, made in interviews and podcasts, is that AI does not replace this work. It augments it. He is careful about the word. "AI can significantly augment and accelerate human capabilities," he told Managing IP, "even within the complex realm of IP." This is the responsible thing to say, and it also happens to be true: patent lawyers do not, in the main, want to be replaced by a chatbot. They want the chart done by 4pm.
Away from the software, Lee has habits. He starts the day with a cold plunge, which is either a productivity ritual or the closest thing a founder can get to a religion. He credits his immigrant parents for his work ethic, which is a cliche only because it is often the correct answer. He has said that if he were not doing this, he would pursue food as a full-time obsession. In interviews he is measured; he does not oversell; he uses the word "durability" more than the word "disruption." This is the venture capitalist speaking. He was trained to be skeptical of hype, and it seems to have carried.
The recognition is arriving. IAM, which tracks the IP profession the way a village newspaper tracks its town, named Lee to the IAM Strategy 300 in 2025 and again in 2026. This is a professional acknowledgment more than a founder acknowledgment - it says the people who buy Patlytics have started to consider Lee one of them. For a company that sells to lawyers, this is the more useful of the two possible recognitions.