Automate BigML models into real business actions
Use viaSocket to turn BigML predictions into automated workflows — score leads, stop risky transactions, adjust inventory, and trigger follow-up actions without writing code.
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Triggers and Actions in BigML Automations
viaSocket makes it simple to connect BigML and automate repetitive tasks.
When this happensTriggers
A trigger is an event that starts a workflow.
New Resource
Triggers when a new resource is created
Do thisActions
Action is the task that follows automatically within your BigML integrations.
Create Anomaly Score
Calculates the anomaly score of a data instance.
Create Centroid
Find out the closest cluster to your data instance
Create Prediction
Predict using a model , logistic regression or deepnets
Find Resource
Finds a resource
List Sources
Get all the sources.
List Datasets
Get all the dataset.
How to get started with BigML automations
Automate when something happens in BigML
Login -> Create new flow -> Select trigger -> Search BigML -> Choose the trigger from the list
Take action in BigML when something happens in an app or you want to add step in flow
Login -> Create new flow -> Select action -> Search BigML -> Choose the action from the list
Trigger
Action
Real-world use cases of BigML integrations
See how BigML integrates with popular apps to automate tasks and streamline your workflow.
- Integrate bigml with Salesforce to sync records, ensuring that customer data is consistently updated across your CRM and bigml databases.
- Integrate bigml with MySQL to automatically sync records, facilitating seamless data exchange between bigml and your SQL databases.
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Frequently Asked Questions
You can automate using BigML predictions across sales, support, finance and operations — for example lead scoring, retention actions, fraud handling, demand planning, and automated model monitoring that triggers follow-up tasks.
No. viaSocket connects BigML to the apps you already use with point-and-click workflows. Business users can map inputs and actions without writing code.
viaSocket sends your app data to BigML for scoring or detection, then routes the prediction results to other apps or teams. That lets you automatically act on AI outputs — for example, create CRM tasks for high-risk customers or pause orders flagged as fraudulent.
viaSocket follows secure transmission practices and uses BigML’s APIs. You control which data is sent and can limit access per workflow. For specific compliance needs, review both platform security and your data policies.
You can see value immediately — automated lead routing speeds sales follow-up, fraud workflows reduce review time, and forecasting-driven reorder alerts lower stockouts. Most businesses notice operational improvements within days to weeks.
About BigML
BigML is a leading machine learning platform that provides a wide range of tools and services for creating, deploying, and managing machine learning models. It offers an intuitive interface and powerful APIs to help businesses and developers harness the power of machine learning for predictive analytics, anomaly detection, clustering, and more.
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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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