How it works

3 AI analysts in parallel

Claude acts as a sharp critic, Gemini as a data-and-evidence analyst, and Groq/OpenAI as a contrarian skeptic. All three analyze the topic independently and simultaneously, without influencing each other.

Analysis merge

A fourth AI synthesizes the three analyses, identifying consensus points, real contradictions and zones of uncertainty. The output is a structured synthesis with a direct executive answer.

Internal critique

Another model attacks the synthesis looking for fallacies, unsupported claims, hidden biases and unanswered critical questions. The goal is to find weak points before the market does.

Refined synthesis

The original synthesis is rewritten incorporating the critique: weak claims are removed, surviving ones are reinforced, and a concrete action plan is produced.

Final verdict

An AI acts as expert judge and delivers the final structured verdict in JSON: decision, confidence, recommendation and vertical-specific data (margins, scores, yield…).