- Development
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Visual DevelopmentBuild powerful business apps for automation, decision-making, and customer service using an intuitive, visual drag-and-drop interface.
- Data model
Develop data models that support data types of any complexity and structure them in arrays, maps, JSON objects, or other custom data markups.
- Integrations
Utilize the built-in connector builder to seamlessly connect ProcessMIX applications to various databases, REST/SOAP web services, or even blockchain integration.
- Decision Tables
Create complex business logic and handle a large number of rules simultaneously in tabular format.
- Scorecards
Calculate final scores based on the input parameters of certain characteristics to improve your decision-making.
- PMML
Execute existing models based on Predictive Model Markup Language (PMML) to define statistical and data mining models.
- Version control
Facilitate app development with ProcessMIX version control for code change monitoring, history, reversion, and dev team collaboration.
- Debug and test
Streamline your development process by testing and debugging your app's flows while monitoring their performance at each execution breakpoint. Accelerate your development with easy access to application logs within Processmix, facilitating faster troubleshooting and enhancing your overall development efficiency.
- Deploy and use
Quickly deploy REST/SOAP/scheduled apps in the cloud with a single click using ProcessMIX. Benefit from Docker packaging, Kubernetes service, or AWS cloud support. Export projects as JAR/WAR or Java source code for flexibility in utilizing them according to your software development goals.
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- Solutions
Visual Development
Data model
Integrations
Decision Tables
Scorecards
PMML
Version control
Debug and test
Deploy and use
Assignment of risk level and customer category within KYC processes at customer onboarding
Cross-Sell Offer Calculation for the 12M Client Base
PMML builder
PMMLs are one of the types of assets that are available in ProcessMIX. A tool designed to execute existing models based on Predictive Model Markup Language (PMML) is an XML-based language established by the Data Mining Group (DMG), which provides a way for applications to define statistical and data mining models.
For more information about PMML, see Data Mining Group – PMML version 4.2.1 .
To access them, go to the Explorer panel in the Assets section. It contains a tree of all Assets in the project and existing PMMLs if they already exist.
The Assets tree in the Project Explorer panel may include the following:
- Dictionary
- Scorecard
- Decision table
- PMML.
Double-clicking on any PMML opens a tab with the PMML builder.
How to work with PMMLs?
To create a new PMML, select the Assets icon on the Project Explorer panel — left end panel. Now create a PMML by clicking on the 
icon on the Explorer panel, and select PMML. To create an asset in a folder, select the desired folder and, then click on the icon. In the pop-up window, enter the PMML name and upload the PMML file or enter the URL to it and click the CREATE button.
In ProcessMIX, it is possible to load existing PMML models and use them in the logic.
User can upload files with .pmml extension.
Cannot use file upload and link to PMML at the same time.
The asset’s name should be longer than 1 symbol and shorter than 100. It can contain letters (Latin a-z A-Z), numbers 0-9, $, and underscores. Beginning from a letter or underscore character.
The first PMML has been created.
How to set up a PMML?
A PMML file was imported with a specific set of input and output parameters. The user is not able to edit these parameters. In the future, the input parameters will be available in the node settings to assign values to them.
In the PMML settings section, which is located on the right side of the screen, the user can see:
- Configuration
- Version — version of PMML model, for example 3.2, not editable.
- Model type — type of PMML model, for example, ClusteringModel, not editable.
- Description — description of PMML model, this field is editable.
- Input parameters — input parameters of model, not editable.
- Output parameters — output parameters of model, not editable.
Also, the user can view the structure of input or output parameters in a separate tab. To do this, click on the icon to the right of the name of the structure.
To add a Description to the PMML. Click on the description section and enter the information.
Preservation occurs when starting/switching work with another entity or closing a tab.