AI Startup Compute Commitments: How Multi-Year Cloud and GPU Deals Affect Cash Runway
How investors should analyze multi-year cloud and GPU commitments, prepaid capacity, utilization risk and runway for AI startups.
How investors should analyze multi-year cloud and GPU commitments, prepaid capacity, utilization risk and runway for AI startups.
How investors should evaluate AI startup dependence on external model APIs across pricing, reliability, portability, differentiation and vendor concentration.
Digital human demos can be impressive, but scalable businesses need repeat use, consistent identity, manageable generation costs and clear distribution.
A map of four fast-growing consumer AI categories—assistants, agents, companions and digital humans—and the different jobs each is designed to solve.
A recent study on the preprint…
According to the 2024 China Yo…
Introduction What would it be …