Data & AI layer

Four Intelligences

Governance

Cross-engine lineage
Column lineage (dbt)
AI governance gate
HITL approvals

Query engines

Athena (AWS)
Snowflake (AWS)
Databricks (Azure)
BigQuery (Google)
Redshift (AWS)
ClickHouse (AWS)

Catalogs

Glue Catalog (AWS)
Unity Catalog (Azure)

Data storage

S3 · Iceberg (AWS)
ADLS · Iceberg (Azure)

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DI

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