Product operations, or product ops, is a crucial function within product-led organizations, focusing on optimizing the design and rollout of products by streamlining product management processes and enhancing decision-making efficiency. Led by a product operations manager, product ops prioritizes tasks, manages tools, and enhances alignment and transparency within product teams, freeing product managers to focus on high-level strategy. It plays a vital role in using product data to prioritize tasks, improving communication among stakeholders, and ensuring that products meet true customer needs. Product analytics platforms like Mixpanel are instrumental in product ops by providing real-time insights into customer behavior, enabling companies to measure product success through metrics such as engagement and retention, and informing decisions to enhance product experiences and drive revenue. Companies like Personal Capital, Ticketmaster, and Deliveroo have successfully leveraged Mixpanel to accelerate product iteration cycles, improve onboarding, and reduce churn, demonstrating the power of product analytics in enhancing product operations.