A venture capital firm sees a thousand pitch decks a year. A patent attorney charges $500 an hour. William Carbone and Nick Sgobba see a gap between those two numbers, and they are building a machine to fill it.
Their company, Evalify, is a bootstrapped AI platform that analyzes startup technology descriptions against a database of roughly 200 million global patents. The goal is to deliver a preliminary freedom-to-operate assessment in under fifteen minutes, a process that typically takes legal teams weeks and tens of thousands of dollars [Evalify.ai]. It is a pure software wedge into the opaque, expensive world of intellectual property due diligence.
The patent data wedge
Evalify’s bet is not on building a better large language model. It is on applying existing AI to a specific, high-stakes dataset. The company claims its models are trained on patent documents from over 170 jurisdictions, a corpus that forms the core of its defensibility [Evalify.ai/navigate-risk-lp2]. Users, presumably investors, input a startup’s technical brief or pitch deck. The system returns an originality check, a competition analysis, and a proprietary risk score from 250 to 900.
The stated value proposition is speed and cost. According to a third-party blog post citing the company, Evalify aims for assessments that are over 90% as accurate as those from a human professional, but delivered in a fraction of the time and at a SaaS price point [OpenVC.app/blog, 2026]. For a seed-stage VC screening hundreds of companies, that could shift IP review from a deep-dive reserved for finalists to a standard filter applied to every deal.
Bootstrapped traction and team
Operating without disclosed external funding since 2023, Evalify is headquartered in Laguna Beach, California. Public metrics are sparse and self-reported, but they sketch the outline of a lean operation. GetLatka profiles list 2025 revenue at $550,000, a team size of around five people, and a valuation of $1.7 million [GetLatka, 2026]. The founding team is a duo: William Carbone as CEO and Nick Sgobba as Chief Product Officer [ClimateSolutions.news, 2026].
The company’s go-to-market and customer base remain its most opaque elements. No named venture funds or corporate legal departments are cited as clients in available sources. The growth path from a reported $550,000 in revenue to a venture-scale business hinges on convincing risk-averse legal and investment professionals to trust an automated report.
The skepticism hurdle
For all its technical ambition, Evalify faces a profound market education challenge. Patent law is a field built on precedent, nuance, and liability. A preliminary AI assessment is, by definition, not legal advice. The company’s success depends on carving out a new category of “informational” due diligence tool that sits alongside, not in place of, formal counsel. Convincing partners at law firms or general partners at funds to rely on its scores requires a demonstrated track record of precision that the company has not yet publicly evidenced.
Competitive pressure is another open question. While no direct competitors are named in the sources, the landscape includes both general-purpose legal research AI tools and specialized IP analytics firms with deeper datasets and established enterprise sales motions. Evalify’s current differentiation rests on its focus on the pre-deal VC workflow and its claim of a 15-minute turnaround.
The next validation phase
For a bootstrapped company reporting early revenue, the immediate milestones are clear. They must convert anonymous usage into named flagship customers, preferably a brand-name venture fund or corporate venture arm. They must also begin to demonstrate the accuracy of their system in real-world settings, perhaps through published case studies or third-party audits. The current $1.7 million valuation, while modest, provides a baseline for a potential seed round should Carbone and Sgobba decide to accelerate growth with external capital.
The question for investors watching from the sidelines is whether Evalify can own the “IP risk screen” slot in the venture workflow before better-funded players decide the niche is worth pursuing. With $550,000 in revenue and a five-person team, the founders have built a prototype of that future. The next step is proving that the legal and financial markets are ready to buy it.
Sources
- [Evalify.ai] Company Website | https://www.evalify.ai/
- [Evalify.ai/navigate-risk-lp2] Navigate Risk Landing Page | https://www.evalify.ai/navigate-risk-lp2
- [GetLatka, 2026] Evalify - 2026 Company Profile | https://getlatka.com/companies/evalify.ai
- [ClimateSolutions.news, 2026] Spotlight on Evalify | https://climatesolutions.news/spotlight/spotlight-on-evalify-ip-and-patent-risk-assessment
- [OpenVC.app/blog, 2026] Patents as a strategic tool for early-stage investments | https://www.openvc.app/blog/patents-as-a-strategic-tool-for-early-stage-investments