_{❝An advanced AI analysis tool ingests submitted text, normalizes and tokenizes it, extracts lexical and syntactic features, and computes embeddings. Server-side models and ensemble classifiers evaluate patterns, producing a calibrated AI-likelihood score. Scalable GPU-backed infrastructure, secure APIs, and human-in-the-loop review ensure reliability, transparency, and continuous model improvement and operational monitoring.❞}