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.
Ready to use Scale automations
Explore more automations built by businesses and experts
Triggers and Actions in Scale Automations
viaSocket makes it simple to connect Scale and automate repetitive tasks.
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.
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
Know More About Scale Integrations
How viaSocket Works | A Complete Guide
Gain insights into how viaSocket functions through our detailed guide. Understand its key features and benefits to maximize your experience and efficiency.
5 Simple Automation Hacks to Make Your Team Free
Unlock your team's potential with 5 straightforward automation hacks designed to streamline processes and free up valuable time for more important work.
What is Workflow Automation - Definition, Importance & Benefits | A Complete Guide
Workflow automation is the process of using technology to execute repetitive tasks with minimal human intervention, creating a seamless flow of activities.
What are Webhooks - Definition, Working, Usage & Examples | A Complete Guide
Discover what webhooks are, how they work, and when to use them. Compare push-based webhooks with APIs and polling, with practical examples and ViaSocket integration.
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.
Learn More
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.
Learn MoreviaSocket
For SaaS
For AI Agent Builders
Support
Automation Experts
Plans, Pricing and Offer
AI & Automation
© 2026 viaSocket |Privacy,TermsandData Retention & Deletion Policy
Walkover Web Solutions Pvt Ltd. | All rights reserved.