# Vorentus

> Vorentus is a Machine Understanding & Decision Intelligence platform. It measures the gap between what is verifiably true about an organisation and how AI systems understand, compare and recommend it.

Appearing is not the same as being understood. Being understood is not the same as being chosen.

## Definitions

- **Machine Understanding**: The way an AI system represents and interprets an organisation, its attributes, evidence and relationships.
- **Recognition**: The degree to which a verified organisational claim survives machine interpretation.
- **Decision Simulation**: A documented observation in which an AI system is asked to compare alternatives or recommend an option under defined conditions.

## Core pages

- [Homepage](https://vorentus.ai/): what Vorentus measures and how it works.
- [Pricing](https://vorentus.ai/pricing): Recognition Baseline (from EUR 1,800, one-time, excluding VAT where applicable) and Recognition Monitor starting at EUR 880/month, indicative and confirmed during scoping.
- [Recognition Baseline](https://vorentus.ai/methodology/recognition-baseline): the entry assessment.
- [Decision Observation: 0 of 460](https://vorentus.ai/evidence/decision-observation-august-2026): a documented production observation across four AI environments.

## Platform

- [Recognition Intelligence](https://vorentus.ai/platform/recognition-intelligence)
- [Decision Simulation](https://vorentus.ai/platform/decision-simulation)
- [Truth Graph](https://vorentus.ai/platform/truth-graph)
- [Machine Perception Ledger](https://vorentus.ai/platform/machine-perception-ledger)
- [Vorentus Counsel](https://vorentus.ai/platform/counsel)

## Methodology

- [Truth to Proof framework](https://vorentus.ai/methodology/truth-to-proof)
- [AI Environments](https://vorentus.ai/methodology/ai-environments)
- [Evidence & Confidence](https://vorentus.ai/methodology/evidence-confidence)

## Library

- [Not every AI observation is equivalent](https://vorentus.ai/library/not-every-ai-observation-is-equivalent): Why observation method, grounding mode and access mode must be preserved alongside every AI observation — and what goes wrong when they are averaged away.
- [Appearing, being understood, being chosen: three different measurements](https://vorentus.ai/library/appearing-understanding-being-chosen): Presence, understanding and selection are three separate measurements. This piece defines each one and explains why conflating them produces misleading conclusions.

## Limits

Vorentus observes, measures, diagnoses and retests independent AI systems. It does not claim to control them, guarantee rankings, or present correlation as causation.