Loading organizations...
§ Private Profile · Palo Alto, CA, USA
Theo Ai is a technology company.
Theo Ai develops a legal prediction engine, leveraging predictive analytics for legal decisions. It offers insights for general counsel to resolve matters swiftly and assists product liability firms with high-volume claims. The platform ranks claims by predicted exposure, identifies evidentiary gaps, and attributes insights to source, ensuring data privacy and SOC-2 compliance.
Founded in 2024, Theo Ai was co-created by CEO Patrick Ip, an experienced entrepreneur, and CTO Tiago Luchini, a technologist, to build an accurate legal prediction engine. Its development was incubated at Stanford StartX and UChicago ANVC, supported by research partnerships at Harvard and Caltech.
Theo Ai serves legal teams, including general counsel and defense firms, offering objective information for strategic outcomes. Its mission is to streamline legal processes, enhance decision clarity, and reduce litigation costs. The company strives to foster an impartial, data-driven perspective for efficient, informed resolutions.
Theo Ai has raised $16.0M across 3 funding rounds.
Theo Ai has raised $16.0M in total across 3 funding rounds.
# High-Level Overview
Theo AI is an AI-powered legal prediction engine designed to forecast the outcomes of litigation disputes and settlement ranges[2][5]. Founded in 2024, the company serves Big Law firms, General Counsels, and corporate legal teams by combining historical case data, proprietary data pipelines, and supervised learning to deliver actionable insights into case outcomes[5].
The core problem Theo AI solves is critical for litigation teams: accurately predicting case outcomes and settlement potential before committing significant resources[6]. In outcome-based legal practice areas, understanding the probability of success and potential recovery range directly influences which cases firms pursue[6]. By democratizing legal insights historically locked within firm experience and institutional knowledge, Theo AI brings transparency and data-driven decision-making to an industry traditionally reliant on intuition and precedent[6].
Theo AI was founded in 2024 by Patrick Ip (CEO, ex-Googler and 3x founder), Tiago Luchini (CTO, 5x founder with 20 years of experience across fintech, retail, and biotech), and Alex Alben (decades of legal and operating experience)[5][6]. The founding team deliberately combined domain expertise in law, technical mastery, and startup experience—a combination the investors identified as essential to solving this problem[6].
The company was incubated at Stanford University's StartX and the University of Chicago ANVC, with research partnerships at Harvard University and Caltech[2]. This academic backing reflects the technical rigor required to build accurate predictive models for legal outcomes. Since launching in November 2024, Theo AI has secured $6.4 million in funding and established a partnership with Mustang Litigation Funding[5].
Theo AI operates at the intersection of two major trends: AI-driven professional services transformation and legal tech democratization. The legal industry has historically resisted technological disruption due to its reliance on human expertise and institutional knowledge, but rising litigation costs and case volume are creating demand for intelligent triage and risk assessment tools.
The timing is particularly favorable. As litigation finance becomes more sophisticated and outcome-based legal arrangements grow, the ability to quantify legal risk becomes a competitive necessity rather than a luxury[6]. Theo AI's vision—positioning itself as "the Glassdoor for legal settlements"—reflects a broader shift toward transparency and benchmarking in traditionally opaque professional services[5].
The company's influence extends beyond individual firms. By building infrastructure that makes legal outcomes predictable and comparable, Theo AI contributes to a broader ecosystem where legal risk becomes a quantifiable, tradeable asset—benefiting not just law firms but litigation funders, insurance companies, and corporate legal departments[6].
Theo AI is well-positioned to capture significant market share in litigation intelligence. The founding team's credibility, early funding success ($6.4M in months), and strategic partnerships signal strong investor confidence. The company's expansion into new law verticals beyond its initial focus demonstrates ambition to broaden its addressable market[5].
The key challenge ahead is maintaining prediction accuracy as the platform scales across diverse legal domains and firm types. Legal outcomes are influenced by countless variables—judge behavior, jurisdiction-specific precedent, attorney skill—that require continuous model refinement. Success will depend on whether Theo AI can build network effects where more firms using the platform generate better data, creating a virtuous cycle of improved predictions.
Looking forward, Theo AI's influence will likely extend beyond prediction into legal workflow automation and risk management. As the platform becomes the standard reference for settlement benchmarking, it could evolve into a broader operating system for litigation teams, similar to how data platforms have transformed other professional services. The company's vision of democratizing legal insights positions it not just as a tool vendor, but as a force reshaping how the legal industry makes decisions.
Theo Ai has raised $16.0M across 3 funding rounds. Most recently, it raised $10.0M Other Equity in November 2025.
Theo Ai has raised $16.0M in total across 3 funding rounds.
Theo Ai's investors include PT Ungvichian, Collide Capital, NextView Ventures, 186 Ventures, Accomplice VC, Arrive, Baseline Ventures, Beat Ventures, Boston Seed Capital, Founder Collective, Impellent Ventures, NextGen Venture Partners.