Automate Scale data labeling and annotation with viaSocket
Connect Scale to your apps and AI to automate labeling jobs, QA gates, and data delivery so your models train faster with less manual work.
Connect Scale with 2100+ apps
Available Events and Actions
Enable Integrations or automations with these events of Scale
When this happensTrigger
No trigger available
Do thisActions
Action is the task that follows automatically within your Scale integrations.
Get Tasks
Retrieve all the tasks for given project.
Create Batch
Create a new batch in a project to group related tasks for processing.
Pause Batch
Pause processing of an in-progress Batch. Only unstarted tasks will be paused.
Resume Batch
Resume processing of a paused Batch. Previously paused tasks will be resumed.
Finalize a batch
Mark a Scale batch as complete so no new tasks can be added.
Cancel Batch
Cancel processing of a Batch. Unstarted tasks will be cancelled. Completed batches cannot be cancelled.
Real-world use cases of Scale integrations
See how Scale integrates with popular apps to automate tasks and streamline your workflow.
Sync form responses automatically to a spreadsheet for instant data capture
Send Slack notifications whenever a new row is added or updated in Sheets
Trigger email campaigns in Mailchimp when a new contact is added to a sheet
Create CRM contacts in HubSpot directly from new Google Sheets entries
Generate and save PDF reports to Google Drive from spreadsheet data
Automatically back up database records to a Google Sheet on a daily schedule
How to get started with Scale automations
Automate when something happens in Scale
Login -> Create new flow -> Select trigger -> Search Scale -> Choose the trigger from the list
Take action in Scale when something happens in an app or you want to add step in flow
Login -> Create new flow -> Select action -> Search Scale -> Choose the action from the list
Trigger
Action
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Frequently Asked Questions
It automates end-to-end labeling workflows: creating Scale jobs from new data, enforcing QA rules, routing labeled outputs to training or analytics, and triggering downstream actions like retraining or reporting.
Yes. viaSocket can run AI pre-labeling and confidence checks, send only uncertain items to Scale, and orchestrate the full handoff — reducing manual labeling and accelerating throughput.
By reducing manual steps and turnaround time for labeled data, you get faster model iterations, improved model quality, and quicker feature launches that drive customer value and revenue.
viaSocket uses encrypted connections and access controls to move data. You can restrict destinations, limit access, and configure retention. For compliance or residency needs, review viaSocket and Scale security and privacy documentation.
About Scale
Scale provides advanced AI-driven solutions for data labeling and annotation, helping businesses streamline their machine learning workflows.
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About viaSocket
viaSocket is an AI-powered, workflow automation platform that helps people and businesses connect apps and automate repetitive tasks. With thousands of integrations, anyone can build workflows to move data, cut manual work, and save time. Whether for simple tasks or large-scale processes, viaSocket makes automation easy and helps teams focus on what matters most.
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