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    Home»AI & Tech»Harvard Legislation to AI: MarqVision lands $48M to fight model abuse
    AI & Tech

    Harvard Legislation to AI: MarqVision lands $48M to fight model abuse

    Naveed AhmadBy Naveed AhmadSeptember 15, 2025No Comments5 Mins Read
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    When Mark Lee was a regulation scholar at Harvard, a trademark class uncovered him to the staggering scale of counterfeiting, a bootleg trade value greater than $3 trillion annually, and set him on an surprising path to entrepreneurship.

    “I used to be at all times broadly all in favour of expertise and startups, however I by no means actually thought I’d be an entrepreneur. I assumed I used to be set to turn out to be a lawyer; most of my members of the family are attorneys, and training regulation felt like a pure path,” Lee stated in an unique interview with TechCrunch. However when he acquired to Harvard Legislation, the schooling wasn’t fairly what he anticipated, Lee stated, including that he started to query whether or not a profession as a company lawyer was the proper match.

    “So I began exploring totally different concepts. Someday, I took a trademark class and realized that counterfeiting is the world’s largest felony enterprise, $3 trillion in counterfeit merchandise traded yearly, about 8% of worldwide commerce. What struck me was that in COVID, as all the pieces was transferring on-line, this already huge market was rising 20% a 12 months, fueled by marketplaces and social media,” Lee continued. “I noticed it as a common drawback—and one which may very well be solved with the expertise I used to be enthusiastic about on the time: laptop imaginative and prescient.”

    That perception grew to become the seed for MarqVision, the corporate he later co-founded in 2021. The identify itself displays its origins: “Marq” from trademark, and “Imaginative and prescient” from laptop imaginative and prescient. The mission was simple however formidable: harness AI-powered laptop imaginative and prescient to struggle counterfeiting and trademark infringement on a world scale.

    Quick ahead to 2025 and the LA-headquartered AI startup has closed a $48 million Sequence B spherical, bringing its whole capital raised to about $90 million.

    Roughly half of the recent capital will go towards increasing its AI and engineering groups to speed up automation and combine generative AI throughout its product suite. One other $10 million is earmarked for making the platform enterprise-ready as the corporate strikes upmarket to focus on bigger manufacturers, whereas a further $10 million will fund regional growth. Already lively within the U.S., Korea, China, and Europe, MarqVision is now getting into Japan, highlighting the borderless nature of IP regulation and the corporate’s push to scale globally.

    The financing was led by Peak XV Companions — previously Sequoia Capital India & SEA — with participation from Salesforce Ventures, HSG (previously Sequoia China), Coral Capital, and Michael Seibel, accomplice emeritus at Y Combinator. Returning backers, together with YC, Altos Ventures, and Atinum Funding, additionally joined the spherical.

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    “More and more, top-tier buyers are on the lookout for expertise firms that leverage AI not simply to reinforce productiveness, however to essentially remodel service supply,” Lee defined. “AI is increasing the full addressable marketplace for software program from effectivity instruments into the execution of the work itself — unlocking a market alternative of over $10 trillion. Whereas many early-stage firms are experimenting with AI to disrupt labor-intensive service industries, only a few have reached the early development stage with the size and traction.”

    MarqVision serves greater than 350 prospects worldwide throughout industries starting from trend and luxurious to gaming, prescription drugs, leisure, automotive, and client electronics. The startup reached $1 million in annual recurring income inside eight months, $10 million in three years, and not too long ago crossed $20 million after 4 years, doubling yearly alongside the best way.

    “Our aim is $100M ARR by mid-2027,” Lee stated. “Progress may have been sooner, however we prioritized two issues: delivering one of the best buyer expertise and constructing a scalable AI-driven basis. As a managed service, we are able to monetize many choices, however all the pieces ties again to 1 core promise—serving to international manufacturers management their digital presence and develop income.”

    As soon as thought of an unappealing class in expertise, “companies” is being redefined by AI, which brings software-like scalability and effectivity. This shift has fueled investor curiosity, with Peak XV, HSG, and Salesforce Ventures backing the corporate’s imaginative and prescient. The rise of enormous language fashions has reframed its positioning from a “software program firm with people within the loop” to a pacesetter within the rising AI-led companies house, drawing robust competitors in its newest funding spherical.

    MarqVision began out combating counterfeits, utilizing AI to identify and take away pretend merchandise on-line. Because the expertise superior, the startup shifted its focus towards serving to manufacturers instantly get better misplaced income. At the moment, many consumers report a roughly 5% increase in gross sales, making the platform worthwhile not simply to authorized groups but additionally to go-to-market organizations monitoring income impression, in keeping with Lee.

    When Lee first pitched MarqVision, he envisioned a $5 billion software program firm, promoting $50,000 instruments to 10,000 IP groups worldwide. However YC accomplice Michael Seibel urged him to assume larger — past software program — by reimagining how IP and model professionals work. MarqVision has since expanded into end-to-end managed companies, a possibility Lee now believes is 100 instances bigger than his unique plan.

    Model safety usually includes detecting and eradicating infringements like counterfeits and impersonations, whereas model management goes additional, giving firms the flexibility to handle their presence throughout e-commerce, social media, web sites, and chat platforms, Lee famous. Wanting forward, the roadmap consists of model intelligence, providing insights into provide chains, pricing methods, and reseller networks.

    “Our imaginative and prescient is to be the spine of each international model that owns IP — changing into the AI-led companies platform for IP, content material, and model professionals worldwide,” Lee stated.



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