Ask naturally
Users ask questions in familiar business language—not SQL, field names, or database syntax.
Revenue risk by region?
A data access layer by Ogentech
Your databases already know the answer.
Semantic Layers connects legacy and modern data systems to a natural-language query experience—so people can ask a business question and get a clear, governed answer.
Works with existing data Built for explainability Tailored to your environment
Ask your data
“Which customer segments are growing, and what is driving the change?”
Semantic layerContext · rules · meaning
Legacy ERPOrders · finance
Cloud appsCRM · support
Data lakeEvents · history
Grounded answer with traceable sources
One question layer across the systems your organization already depends on.
RELATIONAL LEGACY CLOUD WAREHOUSE APIs
01 / THE JOURNEY
From scattered tables to one useful conversation.
Semantic Layers translates human intent into governed data operations, then returns an answer people can understand and investigate.
Resolve meaning
The semantic layer maps intent to approved metrics, relationships, definitions, and access rules.
revenue→net_sales
Query the right sources
Relevant systems are queried without forcing a costly rip-and-replace migration first.
Explain the answer
Results come back with context and traceability, supporting trust and better decisions.
GroundingVerified
02 / THE ARCHITECTURE
Keep the systems. Add the understanding.
Semantic Layers sits between people and data infrastructure, adding shared business meaning without hiding the systems of record underneath.
- Connect across legacy and modern platforms
- Encode business terms, metrics, and relationships
- Respect permissions and governance boundaries
- Return answers with a path back to source data
PeopleLeaders · analysts · operators
ASK
Semantic LayersLanguage translated into governed meaning
SLCONNECT
Data estateExisting databases · warehouses · APIs
03 / THE OUTCOME
Data access that feels less like a project—and more like asking a colleague.
Business questionDecision-ready answer
Without a semantic layer
With Semantic Layers
Interpretation & handoffs Governed query path
BUILT WITH OGENTECH
AI should fit your business—not the other way around.
Ogentech develops tailored AI solutions with a focus on explainability, practical integration, and the realities of your existing technology environment.
Visit Ogentech.com