AI-Native Services Firms Can Turn Labor Markets Into Software-Margin Businesses
YC’s Charlie Warren argues that AI-native services companies are not copilots for existing firms but services businesses rebuilt so AI performs much of the work and customers buy the outcome directly. In his Startup School talk, Warren says the venture-scale opportunity is in outsourced, outcome-oriented markets such as legal services, tax, insurance, audit, regulatory support and healthcare, where AI operating leverage could push services margins toward software-like levels. His test is whether founders can control variance, reduce COGS, price on value and design the process itself as the product.
Y Combinator·Jun 3, 2026·8 min read