kairos-medallion-projection

Generate dbt Core models for bronze-to-silver transformations by using ontology-driven projection to automatically create staging and silver domain tables with integrated SHACL tests. This approach ensures consistent schema and data quality validation across multi-domain analytics pipelines.

Yes, SKOS mappings and SHACL constraints can drive dbt project generation to automate bronze-to-silver transformations. This framework translates domain ontologies and source vocabularies into standardized staging and silver models with deterministic data quality testing artifacts.

Automate data quality validation in dbt pipelines by incorporating SHACL-derived tests directly into the generated staging and silver models. This ontology-driven approach ensures that schema constraints and data quality checks are consistently applied across all domain analytics transformations.

Yes, domain ontologies are required to build a medallion architecture with this skill. They provide the necessary structural framework and source-to-domain mappings needed to deterministically generate standardized staging models, silver domain tables, and validation checks.

Ontology-driven analytics pipeline development handles multi-domain projects by reusing a single ontology-driven projection to deploy consistent pipelines across domains. This standardizes the output structure, dependency handling, and validation checks for the entire dbt Core workspace.

Ontology-driven dbt medallion projections focus specifically on bronze-to-silver transformations and do not handle gold layer outputs. They require predefined domain ontologies, source vocabularies, and SKOS mappings to produce staging and silver models deterministically.