Intelligent Guardian is an AI-powered bot detection and traffic protection solution that identifies and classifies automated web traffic in real time. It distinguishes between benign bots, malicious bots, and human users to block automated threats while minimizing disruption to legitimate users. Core detection capabilities include: - Behavioral biometrics analysis (mouse movements, clicks, keyboard inputs) - Device fingerprinting using machine learning to identify devices even across cookie clears or proxy use - Contextual awareness incorporating time, geographic location, and business context to reduce false positives The system employs an adaptive learning model trained on large volumes of daily requests, using unsupervised anomaly detection and feedback loops to improve over time. A real-time decision engine assigns dynamic risk scores to each request and responds in milliseconds. Response options include blocking, rate limiting, adaptive challenge prompts, and passive monitoring. The solution also manages benign bots (e.g., search engine crawlers) by allowing them through. Custom rules can be combined with AI-based detection. Deployment is performed at global edge nodes for low-latency enforcement, with support for web applications, APIs, and mobile apps. A real-time dashboard provides visibility into bot activity, traffic analysis, and AI decision explainability for audit purposes. Key use cases include preventing credential stuffing, account takeovers, data scraping, fraudulent transactions, and application-layer DDoS attacks. Target industries include e-commerce, financial services, content platforms, and travel.