In a data-driven team, product managers are responsible not just for running experiments correctly, but for maximizing the speed of learning. Analysts help ensure each individual experiment is statistically sound. PMs, on the other hand, need to optimize the entire testing portfolio, so the team can generate more insights per week, validate more ideas, and discover what truly matters to customers.