Nick Adams is a former operator who helped drive over $1.3 billion in exit value across software companies before becoming a VC, and he applies a sports-derived "defensive rebounds" philosophy where he handles unglamorous operational work so founders can focus on product and selling. He co-founded Differential Ventures with a specific focus on B2B, data-first seed companies, partnering with ex-Renaissance Technologies' David Magerman to rigorously evaluate AI/ML methodologies and separate genuine technical depth from marketing claims.
What they've been talking about across their social media accounts

- Expectations for genuine artificial integration in business models to ensure survival. He explicitly noted that companies failing to incorporate these technologies risk being displaced, while simultaneously warning against pitch decks that rely on a soup of buzzwords like blockchain and analytics without substance behind them.
- Values transparency and realistic timing over sales spins during fundraising. He advised founders to avoid excessive pride or spinning their narrative, suggesting that entrepreneurs should focus on proving market demand and generating sales before attempting to raise venture capital.
- A specific interest in the distinction between data privacy and security. He has pointed out that while the sheer quantity of data available for persuasion is valuable, understanding the nuance between protecting user privacy and ensuring data security is a major theme he monitors.
- Appreciation for the Canadian startup ecosystem and its capital efficiency. After spending time in Toronto, he observed that founders in that region often possess solid technology and scrappiness, leading to companies that are further along in their development with less equity dilution compared to other hubs.
- Encouragement for founders to prove investors wrong through execution. Even when passing on an opportunity due to high barriers to entry, such as with a specific AI startup he reviewed, he publicly encouraged the founders to keep going and demonstrate that his skepticism was misplaced.
About their Fund
Sectors
AI, Data, Enterprise, Fintech, Cybersecurity
Rounds
Pre-Seed - Seed
Avg Check Size
$250K-$2M
Notable Investments
Differential Ventures is led by practicing data scientists including co-founder David Magerman from Renaissance Technologies, who built the firm "by data scientists and entrepreneurs for data-focused entrepreneurs" to provide unusually deep technical expertise in data infrastructure and ML compared to most early-stage VCs. Despite their quantitative backgrounds, they argue "you cannot apply data science to VC investing" and instead emphasize judgment and relationships, while specializing exclusively in AI-native B2B data companies through a concentrated $60M fund that provides hands-on technical guidance on model architecture and data strategy rather than typical board-level oversight.
Notable Fund
Investments
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