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Liquidity Signal is one engine and very few people. The engine reads public sources every day, verifies each claim against the document that supports it, and stops at any step where the evidence doesn't hold. People decide only what law, ethics or reputation require. That is why a dossier that would take an analyst a week costs what it costs.