Azure Synapse
AI Azure Synapse schema generator
Describe your domain in plain English. Ship a Synapse dedicated SQL pool — DDL with HASH distribution, clustered columnstore indexes, and partitioning, plus a complete dbt project.
CREATE TABLE analytics.dim_customer (
customer_sk NVARCHAR(64) NOT NULL,
customer_id NVARCHAR(64) NOT NULL,
name NVARCHAR(256),
plan_id NVARCHAR(64),
valid_from DATE NOT NULL,
valid_to DATE
)
WITH (
DISTRIBUTION = REPLICATE,
CLUSTERED COLUMNSTORE INDEX
);
CREATE TABLE analytics.fct_usage (
usage_id NVARCHAR(64) NOT NULL,
customer_sk NVARCHAR(64) NOT NULL,
plan_id NVARCHAR(64) NOT NULL,
event_ts DATETIME2 NOT NULL,
api_calls BIGINT NOT NULL
)
WITH (
DISTRIBUTION = HASH(customer_sk),
CLUSTERED COLUMNSTORE INDEX,
PARTITION (event_ts RANGE RIGHT FOR VALUES (
'2026-01-01', '2026-02-01', '2026-03-01', '2026-04-01'
))
);OffDataAI is purpose-built for Azure Synapse Analytics. Our generator emits Synapse-native DDL for dedicated SQL pools with the right distribution strategy (HASH on the dominant join column for facts, REPLICATE for small dims), clustered columnstore indexes on analytical tables, and range partitioning on time-series facts. From the same conversation, you also get a complete dbt project configured for dbt-synapse.
What OffDataAI generates
Synapse-native DDL
DISTRIBUTION = HASH / REPLICATE / ROUND_ROBIN, CLUSTERED COLUMNSTORE INDEX, range partitioning, and DATETIME2 — never generic ANSI SQL.
Kimball, Data Vault 2.0, or 3NF
Three paradigms supported on Synapse. The generator emits the right distribution and index strategies for each.
Full dbt project
dbt_project.yml configured for dbt-synapse, sources, staging, marts (with dist + index configs), schema tests, and seeds.
Range partitioning included
Time-series facts get range partitions with monthly boundaries by default — configurable in the IR.
Frequently asked questions
Can OffDataAI generate Azure Synapse DDL from plain English?
Does OffDataAI choose distribution keys for Synapse?
Does it support clustered columnstore indexes?
Does it support Kimball, Data Vault, and 3NF on Synapse?
Does it generate a dbt project for Synapse?
Related generators and modeling guides
- AI data modeling toolThe full pipeline — model, DDL, dbt, and seed data.
- Dimensional modelingKimball star schemas with SCD2 on Synapse.
- Data Vault 2.0Hubs, links, and satellites on Synapse.
- dbt project generatorA complete dbt project for Synapse.
- Microsoft Fabric generatorLakehouse or Warehouse on Microsoft Fabric.
- Snowflake schema generatorThe same flow, targeting Snowflake.
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.
