Where Startups Can Win Beyond OpenAI and Anthropic | HubSpot’s Dharmesh Shah

HubSpot is restructuring its 20-year-old architecture to support AI agents navigating unstructured data through a new "system of context" while leveraging "HubSpot Next," an innovation lab that recently launched uSpot to capture the growing market of one-person companies. Chief Architect Dharmesh Shah positions this strategy as a strategic departure from competing with frontier AI infrastructure, instead targeting vertical markets where incentive constraints and structural barriers protect value. By combining deterministic queries for known facts with probabilistic inference for complex tasks, the company aims to serve a projected 6 million new U.S. business formations in 2025 through consumption-based models and rapid experimental integration.