Count vs. Kyvos Semantic Layer

AI makes things up. A made-up fact or an unsupported conclusion can damage a decision, a stakeholder or a reputation. Count is a collaborative platform for AI-powered analytics and research where every answer earns your trust. Count’s Reasoning Chains show the thinking, evidence and sources under every claim an AI makes. Each claim is labelled as a Citation, Assumption, Model knowledge, Judgement, Guesswork or Hallucination, so you can see which ones need checking before they reach a decision.

Kyvos is a semantic layer for AI and BI. It gives organizations a single, consistent, business-friendly view of their entire data estate. By standardizing how data is defined and understood, Kyvos eliminates metric drift across BI tools and ensures that LLMs and AI agents work with governed business semantics rather than raw tables. Kyvos also delivers lightning-fast analytics at massive scale and high concurrency — including granular multidimensional analysis on the cloud — without the sluggish query times and escalating cloud costs that typically come with it.