To achieve optimal results from AI systems, understanding their reasoning process is essential — Amplitude AI Agents were designed to think like an analyst, employing methodical, sequential steps that blend human intuition with artificial intelligence capabilities. The most successful approach involves humans and AI functioning as complementary team members, with humans serving as team leaders who bear ultimate responsibility for judgment. When prompts align with the logical steps needed to address a question, the results improve substantially.