Microsoft Fabric
AI Microsoft Fabric schema generator
Describe your domain in plain English. Ship a Fabric Lakehouse or Warehouse — Delta tables in OneLake or T-SQL warehouse tables, plus a complete dbt project.
-- Fabric Warehouse (T-SQL) CREATE TABLE analytics.dim_customer ( customer_sk VARCHAR(64) NOT NULL, customer_id VARCHAR(64) NOT NULL, name VARCHAR(256), plan_id VARCHAR(64), valid_from DATE NOT NULL, valid_to DATE ); -- Fabric Lakehouse (Spark SQL on Delta in OneLake) CREATE TABLE workspace.lakehouse.fct_usage ( usage_id STRING NOT NULL, customer_sk STRING NOT NULL, plan_id STRING NOT NULL, event_ts TIMESTAMP NOT NULL, event_date DATE GENERATED ALWAYS AS (CAST(event_ts AS DATE)), api_calls BIGINT NOT NULL ) USING DELTA PARTITIONED BY (event_date);
OffDataAI is purpose-built for Microsoft Fabric. Our generator emits the right DDL for both Fabric modes: Spark SQL on Delta tables when you target a Lakehouse, T-SQL when you target a Warehouse. OneLake three-part names, partition columns generated from event timestamps, and Fabric-friendly type mappings are handled automatically. From the same conversation, you also get a complete dbt project configured for the right Fabric adapter.
What OffDataAI generates
Lakehouse + Warehouse modes
Delta-backed tables for Lakehouse (Spark SQL) and columnstore-friendly DDL for Warehouse (T-SQL). Pick the right mode per project.
Kimball, Data Vault 2.0, or 3NF
Three paradigms supported on Fabric. The generator emits the right syntax for each Fabric mode.
Full dbt project
dbt_project.yml configured for dbt-fabric or dbt-fabricspark, sources, staging, marts, schema tests, and seeds.
OneLake-aware identifiers
Three-part names workspace.lakehouse.table or workspace.warehouse.schema.table — configurable per project in the IR.
Frequently asked questions
Can OffDataAI generate Microsoft Fabric DDL from plain English?
Does OffDataAI support both Lakehouse and Warehouse modes?
Does it support OneLake three-part names?
Does it support Kimball, Data Vault, and 3NF on Fabric?
Does it generate a dbt project for Fabric?
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- Databricks schema generatorDelta-native lakehouse DDL.
Your data warehouse is one conversation away.
Describe your domain, or open one of 150+ production-grade templates. ERDs, DDL, and a complete dbt project — generated in under a minute.
