ML1 — Ticket Automation
Software for Jira
Learn more
ML1 is a Machine Learning-powered plug-in for Jira that predicts and completes field values in Jira tickets automatically.
About ML1
ML1 is a solution for Jira users who need system assistance in their ticket creation process. By installing the ticket automation software into their corporate system, businesses can:
Reduce the time it takes to create and process Jira tickets
ML1 applies Machine Learning to auto-populate fields in Jira tickets and releases Technical Support Departments from routine processes
Reduce cases when field values are incorrectly completed
After you train the model using historical data, ML1 starts predicting values in fields accurately based on the summary and description of arriving tickets
Optimize your Technical Support Department workload
While ML1 autocompletes field values, it also reduces requests for assistance with ticket creation. It allows technical engineers to spend more time solving complex cases.
Why ML1:
Works with Jira Server and Data Center
This security measure guarantees that no data will leave your system once ML1 is installed in your internal server.
Free
ML1 predicts and autocompletes fields for Jira for free. You can download ML1 in the Atlassian Marketplace to try the Jira ticket automation in your system.
Predicts multiple field values
You can choose multiple field values that you want ML1 to predict: labels, categories, versions picker, and others. ML1 works well with Jira Service Desk projects, and you can choose different fields to be predicted for different projects, too.
Easy to install and configure
Our ticket automation software only requires a few configuration settings for the plug-in to start predicting and auto-completing fields.
Schedule your model training
You can set a schedule to dictate when the model will be trained or retrained. The process will then happen automatically.
How does ML1 work?
Collecting data
The ML plug-in collects historical data from Jira tickets and sends it to an ML Server.
Training a model
The ML Server uses the summary and description fields of historical data to create a training model.
Predicting values
After the model is successfully trained, the ML plug-in starts to predict field values.
Autocompleting field values
The ML plug-in applies auto fill in fields each time Jira users create new tickets.
Getting Started with ML1
1
Install ML Plugin
Install the ML Plugin into your internal server.
2
Set Configurations
Choose a field to predict and pick which user will have access to Jira tickets. You can also set a scheduled training or limit the amount of tickets used to train.
3
Train a Model
Start training a model. You can do this manually or set a schedule for automatic performance.
4
Start Using ML1
Create new tickets and get auto-filled values in Jira tickets.
