Serverless eliminates the need to provision and manage servers. AWS Lambda, Vercel Functions, and Supabase Edge Functions are common examples. For AI startups, serverless is ideal for unpredictable traffic patterns — you pay nothing at zero traffic and scale automatically under load. The tradeoff is cold starts and execution time limits that can conflict with long-running LLM inference tasks.