Semantic Layer
Standardize Business Meaning. Serve It Everywhere.
The semantic layer is where governed definitions, metrics, and business logic become consumable — by BI tools, data applications, and AI agents alike. One place where meaning lives. Every consumer speaks the same language.
Every organization has the same problem: business metrics defined differently across tools, teams, and reports. Revenue means one thing in the executive dashboard and another in the analyst’s notebook. Churn is calculated three different ways by three different teams.
Coginiti’s semantic layer eliminates this ambiguity. It provides a single, governed location where business definitions are standardized, tested, and served to every downstream consumer. When a metric is defined in the semantic layer, every tool, every report, and every AI agent uses the same definition.
What the Semantic Layer Delivers
Metric Definition & Governance
Define once. Trust everywhere.
Define business metrics, entities, and relationships in a single governed location. Every definition is version-controlled, tested, and reviewed before deployment — eliminating conflicting numbers across teams and tools.
Multi-Tool Serving
One source of truth. Many consumers.
Serve governed definitions to AI agents, BI tools, notebooks, and data applications. Business users, analysts, and automated systems all consume the same standardized metrics — no reconciliation, no drift.
AI-Ready Grounding
Ground AI in governed meaning.
AI agents operate within the semantic contract defined by your data teams. Coginiti Guide and other AI consumers answer questions using governed definitions — no hallucinated metrics, no invented business logic.
21+ Database Platforms. One Semantic Truth.
Your data estate isn’t homogeneous — and your semantic layer shouldn’t require it to be. Coginiti connects to 21+ database platforms — from Snowflake and Databricks to Oracle and IBM Db2, from commercial cloud to IL6 air-gapped networks.
Governed definitions span every platform in your data estate. One semantic layer across every environment your organization operates in.
See the Semantic Layer in Action
Learn how Coginiti standardizes business meaning and serves it across your entire data estate.