A trust layer that analyzes documents and text, detects signs of manipulation and returns risk, evidence and recommendations.
The challenge
LLM-based systems take in external content without a simple way to show why a given input might be dangerous.
The response
The proposal is an analysis API and interface that doesn't just return a score: it highlights evidence, describes risk vectors and recommends the next action.