Scale ai Automation AI Agent + Broodle Studio
Scale AI provides data labeling and annotation services for machine learning, offering access to a global workforce and sophisticated tools for training AI models with high-quality labeled data
Scale ai joins Broodle Studio’s Composio-powered connector network as a full agentic integration: your AI agent can add studio assignments, add task tags and create batch — 40 actions in total. Every step is approval-first, isolated to your account, and chainable with the rest of your stack.
Free tier included · Every action asks for your approval before it runs
What can AI do with Scale ai?
Broodle Studio's AI agents can invoke 40 ready-made Scale ai actions right inside the chat — pick an action explicitly, or describe the outcome and let the agent choose and chain the right tools.
- Add Studio Assignments
- Add Task Tags
- Create Batch
- Create Document Transcription Task
- Create Image Annotation Task
- Create Lidar Annotation Task
- Create LiDAR Segmentation Task
- Create Named Entity Recognition Task
- Create Segmentation Annotation Task
- Create Text Collection Task
- Create Video Annotation Task
- Create Video Playback Annotation Task
- Delete Task Tags
- Delete Task Unique ID
- Finalize Batch
- Get Assets
- Get Batch
- Get Batch Status
22 more Scale ai actions available inside Broodle Studio
“Use Scale ai to research our top competitor and save a brief to Notion”
“Summarise these documents with Scale ai and extract action items”
“Build a daily intelligence briefing powered by Scale ai”
- Every action requires approval before it runs
- Your Scale ai credentials are isolated per account
- OAuth & API keys managed by Composio auth infrastructure
Connect Scale ai in minutes
- 1
Connect securely
Pick an app and sign in with OAuth or paste an API key once. Credentials live in Composio’s auth infrastructure — never in your chat.
- 2
Ask in plain language
“Check today’s Shopify orders and update the revenue sheet.” Your AI agent picks the right connectors across apps automatically — no workflow builder, no glue code.
- 3
Approve and done
Every action shows what it will do before it runs. Approve each call, whitelist trusted tools, or let long-running agents check in at every step.
- Credentials handled by Composio — never stored in chat history
- Human-in-the-loop approval on every tool call by default
- Per-account isolation — your connections stay yours
What an AI agent unlocks in Scale ai
- 1
Long-running jobs report progress back into chat
- 2
Model-agnostic: works with your Studio tier
- 3
Chain research, extraction and drafting across apps
Scale ai AI agent — FAQ
Which Scale ai actions are available?
40 production-ready actions covering reads, writes and triggers. New actions ship continuously; the live list is visible inside Broodle Studio’s connectors panel.
Can Scale ai work together with my other apps?
Yes — that is the point. The agent chains Scale ai with Gmail, Sheets, Slack, CRMs and 1,300+ other connectors, e.g. “when this happens in Scale ai, summarise and post to Slack”.
Can AI control Scale ai?
Yes. Broodle Studio’s AI agent connects to Scale ai through the Composio connector network and can execute 40 ready-made actions — creating records, updating data and triggering workflows — with human-in-the-loop approval on every step.
Ready to try it? Browse all integrations or open Studio and connect Scale ai in minutes.
Ready to put your apps on autopilot?
Connect your first app in under two minutes and give your AI agents 48,705+ ready actions across your stack.
Free tier included · No credit card required