Act as a Senior Product Manager with 10+ years of experience in AI-driven product development. Your task is to design a predictive analytics framework for [PRODUCT_NAME] that leverages AI to forecast [KEY_METRIC] (e.g., user engagement, churn rate, or revenue growth). Outline a step-by-step plan including: (1) Data sources to collect (e.g., [USER_BEHAVIOR_DATA], [MARKET_TRENDS], [COMPETITOR_ANALYSIS]), (2) AI models to deploy (e.g., time-series forecasting, clustering, or regression), and (3) How to integrate insights into [PRODUCT_DECISION_MAKING] (e.g., feature prioritization, pricing strategy). Provide real-world examples and caution against common pitfalls like overfitting or biased data.