As college sports shifts from an amateur pursuit to a for-profit industry, it creates a need for formal systems. Scorability's success comes from providing a standardized, data-driven platform for recruiting, replacing a previously informal, relationship-based process. This model applies to any industry undergoing similar professionalization.

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Platforms like Kalshi are creating a new type of sports media. Watching real-time probability curves shift during a game provides a dynamic, data-driven narrative that some users find more engaging than traditional sports commentary or community features. The market itself becomes the content.

Palantir's Meritocracy Fellowship offers full-time roles to high school graduates, directly competing with elite universities like Brown. This radical talent acquisition strategy bets that on-the-job training and a customized curriculum can create better employees than traditional higher education.

Instead of charging for all job placements, maintain a free tier to maximize candidate flow. Then, add a high-ticket fee for a small subset of personally-screened, 'blue checkmark' candidates. This creates a significant new revenue stream without disrupting the core acquisition model.

The NIL arms race has created a new financing need for universities themselves. They are now turning to private credit funds for multi-million dollar loans to cover recruiting expenses and six-figure commitment bonuses. These loans are secured by the athletic department's predictable TV revenue, creating a stable, asset-backed lending opportunity.

The independent sponsor model excels in the lower middle market by transforming founder-led businesses. Core value is created not just by growth, but by building out management teams and systems to de-risk the company, enabling it to be sold at a higher multiple.

The demand from AI labs for high-skilled professionals (engineers, lawyers, doctors) to create evals and training data created a historic business opportunity. Mercor capitalized on this by creating an expert labor marketplace, becoming the fastest-growing company in history.

For over a decade, Sequoia has systematically asked top operators, 'Who are your five smartest peers?' By tracking responses in a proprietary CRM, they've built a talent map that functions like a 'PageRank for people.' This system allows them to assess engineering team quality deep within organizations, providing a unique diligence advantage.

Palantir is challenging elite academia with its Fall Fellowship, which pays 18-year-olds instead of charging tuition. The program recruits top students who would otherwise attend Harvard or Yale, offering performance reviews instead of grades and real-world national security projects instead of classes, representing a direct corporate alternative to university education.

Despite high earning potential, young athletes are often rejected by conventional private banks. Bank regulations require underwriting based on historical balance sheets, which a 21-year-old lacks. This creates a market gap for specialized lenders who can underwrite based on guaranteed future contract value, not past financial history.

Most VCs fail at talent support by simply matching logos on a resume to a portfolio company. A better model is to first embed operators (e.g., fractional sales leaders) into the startup. This provides the deep, nuanced context required to find candidates who fit the specific business and culture, leading to better hiring outcomes.