Integration

Scale Ai
automation.

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

10 actions · comms · governed execution

Execution trace
live
10
actions
100%
governed
<200ms
latency
10
Automated actions
5
Read operations
5
Write operations
2,800+
Compatible Maps
Actions

What you can do
with Scale Ai.

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 Task
scale_ai:cancel_task
Cancel a pending task. Only works for tasks in "pending" status.
Write High risk
Create Batch
scale_ai:create_batch
Create a batch of multiple tasks at once for efficient processing.
Write Medium risk
Create Project
scale_ai:create_project
Create a new project to organize related tasks.
Write Medium risk
Create Task
scale_ai:create_task
Create a new task for data labeling or annotation.
Write Medium risk
Get Batch Status
scale_ai:get_batch_status
Get the status and progress of a batch operation.
Read Low risk
Get Project
scale_ai:get_project
Fetch project details including configuration and statistics.
Read Low risk
Get Task
scale_ai:get_task
Fetch a single task by ID with its current status and results.
Read Low risk
List Projects
scale_ai:list_projects
List all projects in your Scale AI account.
Read Low risk
List Tasks
scale_ai:list_tasks
List tasks with optional filtering by project, type, status, and date range.
Read Low risk
Update Project
scale_ai:update_project
Update an existing project's configuration.
Write Medium risk
How it works

Every Scale Ai action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Scale Ai — 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 Scale Ai action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Scale Ai action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Scale Ai integration

10 actions.
Governed by default.

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

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