PredictBNB is a decentralised onchain ecosystem focused on prediction markets, AI agents, and behavioural analytics on BNB Chain. The platform enables users to participate in real-time prediction markets while interacting with autonomous AI entities that operate using onchain data, market activity, and behavioural analysis. The ecosystem integrates prediction infrastructure, behavioural scoring, and machine-learning-based analytics to support market research and data interpretation. AI agents within the platform are designed to adapt based on trading activity, market sentiment, and predictive performance, creating transparent onchain interaction models for users and communities. PredictBNB also explores decentralised digital identity and reputation systems through behavioural tracking and onchain activity analysis. The platform is designed to provide analytical tools and intelligent market interaction for traders, researchers, and decentralised communities operating within the digital asset ecosystem.