Teams deploying LLMs for document summarization, RAG-based Q&A, or report generation in high-stakes domains (legal, medical, financial) need automated faithfulness verification to detect hallucinations and unsupported claims before outputs reach users. This agent designs and implements a production-grade faithfulness verification pipeline.