Amplitude operates an AI-powered analytics platform that helps organizations understand and act on their digital product data through natural language querying, data insights, and trend analysis powered by large language models. The company generates revenue primarily through subscription-based SaaS contracts, typically with one-year or longer terms billed annually in advance, serving enterprise and mid-market customers globally across multiple industries. Amplitude's business model combines direct sales with channel partnerships, relies on third-party cloud infrastructure for platform delivery, and invests substantially in research and development to enhance its analytics capabilities and develop AI-powered features that accelerate data interpretation.