Keep pulling the thread on Y Combinator.
Y Combinator predicts that many of the largest companies founded in the next decade will be AI-native service companies, such as insurance carriers and law firms, rather than traditional software businesses.
The total addressable market for AI-native service companies, including sectors like tax, audit, insurance, and law, is estimated by Y Combinator to be trillions of dollars.
The investment thesis for AI-native service companies is that they can achieve gross margins of 50% or more, approaching those of pure software companies.
The addressable market for AI-native service companies is estimated to be two to three times larger than the traditional software market.
Y Combinator advises against the strategy of acquiring a traditional service business to add an AI layer, stating this approach "almost never works."
Panacea's business model involves pairing experienced FDA consultants with an AI platform to deliver faster and higher quality FDA approvals.
Y Combinator has identified tax, audit, insurance, mortgages, healthcare, and logistics as strong markets for AI-native service companies.
Y Combinator advises that AI-native service businesses involving physical equipment and onsite labor struggle to achieve software-like margins and leverage.
Y Combinator has recently invested in General Legal, a company operating as an AI-native law firm.
The founders of General Legal have prior experience from law firms Cooley and Fenwick & West, and technical leadership roles at Casetext.
Y Combinator asserts that for AI-native service businesses, inconsistent output (variance) is a more significant cause of customer churn than being slower or more expensive than competitors.
Y Combinator identifies an "early demand trap" for AI service startups, where signing too many pilot customers early on prevents the development of scalable, automated products.