Amplitude ships product changes in 1-2 days
OpenAI: How Amplitude ships product improvements in 1–2 days with OpenAI
Built primarily on OpenAI models, Amplitude’s proactive product agent, Wave, identifies what to build, helps teams ship changes with coding agents, and measures the impact.
A product analytics company built a proactive agent system that uses multiple AI models to identify product improvements, generate implementation plans, and coordinate with coding agents to ship changes. The system can complete product improvements in an estimated 1 to 2 days, compared to roughly a month previously. The company tested different AI models for different tasks, finding that stronger reasoning models work best for complex investigations while faster, cheaper models handle repetitive checks, and the system achieved a 160 percent increase in engagement when applied to its own product homepage. Teams retain control over what ships, with most bug fixes going directly to coding agents while new features receive human review.
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