Integration

Transform
automation.

13 automated actions available through Cerebral OS. Connect Transform to any workflow, Cerebral, or Map — with full governance, audit trail, and dry-run safety on every execution.

13 actions · comms · governed execution

Execution trace
live
13
actions
100%
governed
<200ms
latency
13
Automated actions
6
Read operations
7
Write operations
2,800+
Compatible Maps
Actions

What you can do
with Transform.

Every action below is available as a verb in Cerebral OS — callable from a Cerebral, a Map, or the Runtime API. All executions are governed, audited, and dry-run safe.

Cancel Execution
transform:cancel_execution
Cancel a running transformation execution.
Write High risk
Create Dataset
transform:create_dataset
Create a new dataset with schema definition.
Write Medium risk
Create Transformation
transform:create_transformation
Create a new data transformation with SQL query and scheduling.
Write Medium risk
Delete Dataset
transform:delete_dataset
Permanently delete a dataset and all its data.
Write High risk
Get Dataset
transform:get_dataset
Fetch a single dataset by ID with metadata and schema information.
Read Low risk
Get Execution
transform:get_execution
Fetch details of a transformation execution including status and logs.
Read Low risk
Get Transformation
transform:get_transformation
Fetch a single transformation by ID with execution details and SQL query.
Read Low risk
List Datasets
transform:list_datasets
List datasets with optional filtering and pagination.
Read Low risk
List Executions
transform:list_executions
List transformation executions with optional filtering and pagination.
Read Low risk
List Transformations
transform:list_transformations
List transformations with optional filtering and pagination.
Read Low risk
Query Dataset
transform:query_dataset
Execute a SQL query against a dataset and return the results.
Write Medium risk
Run Transformation
transform:run_transformation
Execute a transformation immediately, optionally waiting for completion.
Write Medium risk
Update Dataset
transform:update_dataset
Update an existing dataset's metadata.
Write Medium risk
How it works

Every Transform action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Transform — adding governance, dry-run safety, and a full audit trail to every operation.

Governance first
Every verb carries a risk classification. High-risk writes require explicit approval gates before they execute in production.
Dry-run safe
Simulate any Transform action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Transform action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Transform integration

13 actions.
Governed by default.

Connect Transform to any workflow in minutes. Dry-run every action before it touches production. Full audit trail on everything.

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