Evidentity
The recommendation infrastructure for the scenario economy
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Dmitry Iuzefivich

Evidentity - The recommendation infrastructure for the scenario economy

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Discovery has shifted from human browsing to autonomous synthesis. When an LLM evaluates a hotel for a specific user scenario, it isn't ranking a page; it is calculating the risk of a factual error. Evidentity provides the deterministic infrastructure to eliminate signal conflict and capture demand in the Scenario Economy. We deploy Governed AI Profiles that speak the language of algorithmic confidence. Bridging the gap between raw operational truth and high-trust AI recommendation.

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Dmitry Iuzefivich
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"Hi Product Hunt. I’m Dmitry, founder of Evidentity. We observed a structural failure in how hospitality assets are represented in the age of LLMs. Most high-end hotels are invisible to AI discovery not because they lack quality, but because they suffer from epistemic uncertainty. Their data is fragmented, contradictory, and unstructured. In the Scenario Economy, models don't search for information—they route revenue through specific constraints. If a model cannot verify a policy with absolute confidence, it defaults to Algorithmic Silence. We built Evidentity to solve this at the infrastructure level. We provide hotels with a Governed AI Profile: a machine-readable surface that stabilizes interpretation and enforces recommendation eligibility. I'd love to discuss the technical shift from 'search visibility' to 'governed truth'. How are you architecting your business for autonomous agents?"