How Amplitude ships product improvements in 1–2 days with OpenAI Amplitude has cut the time to move a product improvement from identification to shipped change down to 1–2 days using an OpenAI-based product agent, according to an OpenAI customer story. The agent, called Wave, runs a closed loop that finds opportunities, coordinates coding-agent execution, and measures impact, which OpenAI frames as a reason teams shipping agents should design for end-to-end product workflow ownership rather than isolated code generation. OpenAI https://openai.com/business/customer-stories/amplitude How Amplitude ships product improvements in 1–2 days with OpenAI Which summary reads better? Pick one — models revealed after.Both summaries are AI-generated. Amplitude is using an OpenAI-based product agent to move product improvements from identification to shipped change in 1–2 days. The important operational pattern is a closed loop: the agent finds opportunities, coordinates coding-agent execution, and measures impact, so teams shipping agents should design for end-to-end product workflow ownership rather than isolated code generation. Amplitude reduced product improvement shipping time to 1-2 days by leveraging OpenAI models to power Wave, an AI agent that identifies, implements, and measures product changes, enabling rapid iteration and potentially disrupting traditional development timelines for teams shipping similar products.