TrustLayer — LLM Output Integrity Checker

TrustLayer is an enterprise-grade AI governance platform designed to eliminate hallucinations and ensure the reliability of LLM-generated insights. In high-stakes industries like legal and finance, "good enough" responses aren't sufficient. TrustLayer acts as a sophisticated, autonomous auditor that sits between raw LLM outputs and the end user. Powered by Google's Gemini 3.1 Pro and Gemini 3 Flash models, TrustLayer executes a rigorous four-stage verification pipeline. First, it decomposes raw text into atomic, verifiable claims. Second, it performs multimodal grounding, leveraging Gemini’s ability to process PDF pages as images to verify claims against original document structures, tables, and signatures. Third, Gemini 3.1 Pro acts as a "skeptical reviewer," analyzing logical consistency to catch subtle contradictions that traditional RAG systems miss. Finally, the system aggregates these findings into a comprehensive Integrity Score, surfacing specific hallucinations with detailed reasoning. Beyond verification, TrustLayer is built for production security. It integrates deeply with the Veea Lobster Trap security proxy, providing Deep Prompt Inspection and intent-mismatch detection to shield agentic workflows. The platform includes built-in token accounting, a persistent audit log for governance compliance, and an explainability trace for every decision. Whether integrated via its API or showcased through our Contract Reviewer demo application, TrustLayer provides the transparency and rigor required to deploy AI with absolute confidence.