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WithAI

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Custom command centers for hedge funds

Spring 2026Founded 20263 peopleNew York, NY, USA
Generate ideas β†’
AI insightcan contain mistakes
AI-Native Hedge Fund ResearchSaaSIndependent asset managers, hedge fundsMedium competition
Moat
Specialized training data and context management for institutional investors; consultative sales motion.
Key risk
Large platforms (Bloomberg, FactSet) have entrenched data access; custom implementation required.
Why now
AI agents surpass human research capability; hedge funds adopt to stay competitive.
Competitors
Bloomberg, FactSet, Morningstar, ChatGPT (generic)

About

WithAI helps institutional investors research stocks and track their portfolio using AI. Today's agents are powerful but insufficient. The training data quality and customization schlep prevent them from being seriously useful for investors. But WithAI has found the right form factor, context management, and consultative sale to help independent asset managers hold their own against the huge platforms' in-house projects. Our first client is "tremendously accelerated" (their words) when months ago they were "existentially threatened." Ben and Ian became fast friends at Princeton co-founding a technology investment firm. Ben became the founding researcher at unicorn Sentient Labs, where he built LLM coordination and security tech. Ian became an investor at Bridgewater Associates, where he spearheaded "how will AI affect the economy?" and "how can we use LLMs to invest?" His contrarian conclusion: the future of work isn't just "managing agents." That form factor works for coding, but non-verifiable work is structurally different. You check whether code is good by running it. But do you check whether a stock is good by shorting it? Fundamental equity hedge funds are elite, time-constrained, un-automatable knowledge workers in dire need of AI augmentation, so they make an ideal customer. But the combination of customization lock-in and huge ACV is not the real prize. If human knowledge work survives this decade, it will be AI-augmented. We're building that augmentation.

Founders Β· 2

Benjamin Finch
Benjamin FinchFounder
Princeton

Before WithAI, Ben was the founding researcher and chief of staff at unicorn AI lab Sentient. He oversaw prompt security and multi-agent coordination work and built a million-strong community. He received a bachelor's and a master's in Electrical and Computer Engineering Magna Cum Laude from Princeton, writing acclaimed theses on solar power investment and a novel blockchain design to solve coordination issues in Energy. He grew up in Maryland, Mongolia, Kenya, and Indonesia.

Ian McInnis
Ian McInnisFounder
Princeton

Before WithAI, Ian was an investor at Bridgewater Associates in all asset classes. He spearheaded the questions "How will AI affect the economy?" and "How can we use LLMs to invest?" At Princeton, he studied pure math, applied math, humanistic studies, and European cultural studies, graduating with a perfect GPA. Ian authored several papers (check arXiv) and one novel (check nowhere). He's a classically trained (albeit rusty) Shakespearean actor and opera singer.

B2BArtificial IntelligenceTeam CollaborationInvesting

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