Aditya Agarwal's firm, SPC, uses a framework to evaluate founders at the pre-idea "negative one to zero" stage. They prioritize work ethic (engine), the ability to attract talent (magnetism), clear thinking amidst uncertainty (clarity), and profound curiosity in multiple domains (depth).
As an operator, the goal is to reduce variables and create predictable systems. Agarwal explains that applying this mindset as an early-stage investor is detrimental, as it leads to rejecting messy but high-potential opportunities. Investing requires embracing uncertainty and focusing on founder talent.
Aditya Agarwal joined Facebook when it had under 10 employees, despite not being a user. The decision was based purely on the raw intelligence and intensity of Mark Zuckerberg and the fun, hard-working environment, highlighting that team caliber can trump product analysis in early-stage career bets.
Moving from Fund I to II without a mature track record, SPC made two key strategic changes. They shifted from small checks to a high-conviction model targeting 7-8% ownership. They also introduced a Founder Fellowship to fund pre-idea founders, dramatically expanding their total addressable market (TAM).
While accelerators emphasize speed, SPC's model prioritizes exploration to ensure founders are sprinting towards the right goal. This "minus one to zero" phase helps founders confirm they're working on something that gives them "enough juice in the tank" for the long marathon of building a company.
Unlike past software waves with zero marginal costs, the AI revolution is built on a physical supply chain: from minerals to chips to data centers. This industrial nature means it involves capital markets "all the way down," making it a more fundamental economic shift akin to railroads, not just a software trend.
Aditya Agarwal's time at Oracle was valuable not for technical skills, but because it revealed his hatred for being rate-limited by organizational structures. This self-awareness—that great environments let individuals be limited only by themselves—was the key catalyst that pushed him into the startup world.
Aditya Agarwal didn't initially intend to start a VC fund. He first created a community for talented technologists to simply tinker and explore their curiosities. The fund emerged organically after he and his partner began angel investing in the companies that naturally formed within this high-talent-density environment.