TextQL

TextQL enables the transformation of raw data into governed semantic layers, allowing users to query complex datasets like clinical trials, insurance claims, and core-banking records. It provides pre-built ontologies that map entity spines to metrics, facilitating accurate reporting and data discovery across modern enterprise environments.

These ontologies are designed for data engineers, business analysts, and clinical researchers who manage complex enterprise data stacks. They serve professionals in healthcare, biopharma, financial services, and real estate who require governed, standardized metrics to perform reliable data analysis without manual SQL mapping.

Deployment requires an existing TextQL or Ana environment and access to your underlying data warehouse, such as a trading warehouse or claims database. Users must configure the specific ontology starter to match their schema, ensuring the entity spine and classification logic align with their internal data structures.