{"id":5852,"date":"2026-07-12T04:42:49","date_gmt":"2026-07-12T04:42:49","guid":{"rendered":"https:\/\/enigmametaverse.com\/?p=5852"},"modified":"2026-07-11T04:43:47","modified_gmt":"2026-07-11T04:43:47","slug":"pega-data-flows-guide","status":"publish","type":"post","link":"https:\/\/enigmametaverse.com\/it\/pega-data-flows-guide\/","title":{"rendered":"\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Data Flows"},"content":{"rendered":"<h2 class=\"wp-block-heading\"><strong>What is a Data Flow?<\/strong>&nbsp;<\/h2>\n\n\n\n<p>A&nbsp;<strong>Data Flow<\/strong>&nbsp;in Pega is a rule that defines how data should move through a sequence of processing steps, starting from a source and ending at one or more destinations. It is widely used in&nbsp;<strong>decisioning applications, data integration, and customer interactions<\/strong>.&nbsp;<\/p>\n\n\n\n<p>Data Flows allow you to visually orchestrate operations like&nbsp;<strong>filtering, joining, enriching, and applying strategies<\/strong>&nbsp;to data. It supports both&nbsp;<strong>batch<\/strong>&nbsp;and&nbsp;<strong>real-time (streaming)<\/strong>&nbsp;processing.&nbsp;&nbsp;<\/p>\n\n\n\n<p>You can use data flows to:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Connect to data sets or external sources\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Apply transformations and decisions\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Route processed data to a destination (like a database or another system)\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Handle large volumes of data efficiently\u00a0<\/li>\n<\/ul>\n\n\n\n<p>Data Flows are&nbsp;most commonly used&nbsp;in&nbsp;<strong>Customer Decision Hub (CDH)<\/strong>&nbsp;and other decisioning use cases, but they can also support general-purpose data integration.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Steps to Create a Data Flow in Pega<\/strong>&nbsp;<\/h2>\n\n\n\n<p>Follow these steps to create a Data Flow rule:&nbsp;<\/p>\n\n\n\n<p>1. Navigate to Create Rule&nbsp;<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>In the header panel of dev studio,<strong>\u00a0Create \u2192 Data Model \u2192 Data Flow<\/strong>.\u00a0<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"936\" height=\"433\" src=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-6.png\" alt=\"\" class=\"wp-image-5853\" srcset=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-6.png 936w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-6-300x139.png 300w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-6-768x355.png 768w\" sizes=\"(max-width: 936px) 100vw, 936px\" \/><\/figure>\n\n\n\n<p>2. Choose the Class and Name&nbsp;<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Select the\u00a0primary class\u00a0and ruleset\u00a0where the Data Flow should\u00a0reside.\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>Enter a\u00a0unique and meaningful name\u00a0for the rule.\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>Click\u00a0<strong>Create and open<\/strong>.\u00a0<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"936\" height=\"433\" src=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-6.png\" alt=\"\" class=\"wp-image-5854\" srcset=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-6.png 936w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-6-300x139.png 300w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-6-768x355.png 768w\" sizes=\"(max-width: 936px) 100vw, 936px\" \/><\/figure>\n\n\n\n<p>3. Add a Source Node:&nbsp;<\/p>\n\n\n\n<p>Data Flows are made up of multiple components that process, transform, and enrich data as it moves through the pipeline.&nbsp;<\/p>\n\n\n\n<p>Each Data Flow starts with one or more defined sources of data. When a new Data Flow is created, it includes default placeholders\u2014an abstract source and an abstract destination\u2014which you can later configure with actual inputs and outputs.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"652\" height=\"369\" src=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-7.png\" alt=\"\" class=\"wp-image-5855\" srcset=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-7.png 652w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-7-300x170.png 300w\" sizes=\"(max-width: 652px) 100vw, 652px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Click the\u00a0<strong>\u201c+ Add\u201d<\/strong>\u00a0button or\u00a0double click on the\u00a0<strong>Source icon\u00a0<\/strong>to\u00a0modify.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>In the\u00a0<strong>Source configurations<\/strong>\u00a0window, in the\u00a0<strong>Source<\/strong>\u00a0list, define a primary data source for the Data Flow by selecting one of the following options:\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data Set<\/strong>\u00a0\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Report Definition<\/strong>\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data Flow<\/strong>\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Configure the source by selecting the\u00a0appropriate data\u00a0set or report and mapping fields if necessary.\u00a0<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"774\" height=\"619\" src=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-8.png\" alt=\"\" class=\"wp-image-5856\" srcset=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-8.png 774w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-8-300x240.png 300w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-8-768x614.png 768w\" sizes=\"(max-width: 774px) 100vw, 774px\" \/><\/figure>\n\n\n\n<p>4.&nbsp;Add Processing Shapes (Optional):&nbsp;<\/p>\n\n\n\n<p>Between the source and destination, you can insert various&nbsp;<strong>processing steps<\/strong>:&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"727\" height=\"538\" src=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-9.png\" alt=\"\" class=\"wp-image-5857\" srcset=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-9.png 727w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-9-300x222.png 300w\" sizes=\"(max-width: 727px) 100vw, 727px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Filter<\/strong>: Add conditions to filter the data (e.g., only active customers).\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Strategy<\/strong>: Call a decision strategy to apply\u00a0decisioning\u00a0logic.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Merge:\u00a0<\/strong>Converge multiple streams of data into one unified flow.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Compose:\u00a0<\/strong>Creates a complex structure like a page or\u00a0pagelist\u00a0by aggregating data from multiple sources into a single record.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Convert:\u00a0<\/strong>Transforms the class of incoming data, which is essential when the data needs to conform to a different structure or schema.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data Transform:\u00a0<\/strong>Applies a Data Transform rule to manipulate or map properties, allowing for complex data transformations within the flow.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sub Data Flow:\u00a0<\/strong>Embeds and runs another data flow within the current one, promoting modularity and reuse of data processing logic.\u00a0<\/li>\n<\/ul>\n\n\n\n<p>Each shape must be configured based on the fields and logic&nbsp;required.&nbsp;For example:&nbsp;<\/p>\n\n\n\n<p>If you added data transform, you&nbsp;will&nbsp;get&nbsp;below screen&nbsp;<br>&nbsp;<br><img loading=\"lazy\" decoding=\"async\" width=\"624\" height=\"224\" src=\"https:\/\/enigmametaverse.com\/d44a079a-dd9f-442e-9c29-8fcdf1b6c737\">&nbsp;<br>If you add filter, you&nbsp;have to&nbsp;configure the below screen,&nbsp;<br><img loading=\"lazy\" decoding=\"async\" width=\"612\" height=\"248\" src=\"https:\/\/enigmametaverse.com\/5c4439c0-60b8-44d0-9574-a443422da590\">&nbsp;<\/p>\n\n\n\n<p>5. Add a Destination Node:&nbsp;<\/p>\n\n\n\n<p>Double click the&nbsp;<strong>Destination<\/strong>&nbsp;source. Select from options like:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data Set<\/strong>\u00a0(e.g., write to a database table)\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Activity<\/strong>\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Case Type<\/strong>\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data Flow<\/strong>\u00a0<\/li>\n<\/ul>\n\n\n\n<p>Configure the destination by selecting the data set or rule and mapping output fields.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"805\" height=\"516\" src=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-10.png\" alt=\"\" class=\"wp-image-5858\" srcset=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-10.png 805w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-10-300x192.png 300w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-10-768x492.png 768w\" sizes=\"(max-width: 805px) 100vw, 805px\" \/><\/figure>\n\n\n\n<p>6. Save and Test&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Click\u00a0<strong>Save<\/strong>\u00a0and\u00a0<strong>Check\u00a0in<\/strong>\u00a0the\u00a0rule.\u00a0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Testing Data Flow:<\/strong>&nbsp;<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>To test, click\u00a0<strong>Actions \u2192 Run<\/strong>.\u00a0<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"855\" height=\"322\" src=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-11.png\" alt=\"\" class=\"wp-image-5859\" srcset=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-11.png 855w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-11-300x113.png 300w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-11-768x289.png 768w\" sizes=\"(max-width: 855px) 100vw, 855px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data Flow Work Item window for the tested Data Flow.\u00a0Click\u00a0<strong>Submit<\/strong>\u00a0to create a new Data Flow test run.\u00a0<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"913\" height=\"280\" src=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-17.png\" alt=\"\" class=\"wp-image-5860\" srcset=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-17.png 913w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-17-300x92.png 300w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-17-768x236.png 768w\" sizes=\"(max-width: 913px) 100vw, 913px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Click\u00a0<strong>Start<\/strong>\u00a0to start the run\u00a0<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"915\" height=\"327\" src=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-18.png\" alt=\"\" class=\"wp-image-5861\" srcset=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-18.png 915w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-18-300x107.png 300w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-18-768x274.png 768w\" sizes=\"(max-width: 915px) 100vw, 915px\" \/><\/figure>\n\n\n\n<p>After completion of the run, you will get the below screen with all the run details like number of records processed, successful records count, failed records&nbsp;count&nbsp;and time taken to process the records&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"849\" height=\"456\" src=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-19.png\" alt=\"\" class=\"wp-image-5862\" srcset=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-19.png 849w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-19-300x161.png 300w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-19-768x412.png 768w\" sizes=\"(max-width: 849px) 100vw, 849px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Managing Data Flows in Pega<\/strong>&nbsp;<\/h2>\n\n\n\n<p>You can&nbsp;<strong>start, stop, continue, or restart<\/strong>&nbsp;Data Flows in Dev Studio to control how records are processed.&nbsp;&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Steps to Manage Data Flows:<\/strong>&nbsp;<\/h3>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>In the header of\u00a0dev\u00a0studio, click\u00a0<strong>Configure \u2192 Decisioning\u00a0\u2192 Decisions \u2192 Data Flows<\/strong>.\u00a0<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"915\" height=\"312\" src=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-20.png\" alt=\"\" class=\"wp-image-5863\" srcset=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-20.png 915w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-20-300x102.png 300w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-20-768x262.png 768w\" sizes=\"(max-width: 915px) 100vw, 915px\" \/><\/figure>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>Select the Type of Data Flow<\/strong>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Batch processing<\/strong>\u00a0\u2013 For Data Flows with non-stream data sets\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>Real-time processing<\/strong>\u00a0\u2013 For streaming data sets (e.g., Kafka, Stream, Kinesis)\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>Single case\u00a0processing<\/strong>\u00a0\u2013 For flows triggered per case using\u00a0DataFlow-Execute\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>Manage the Data Flow<\/strong>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>In the\u00a0<strong>Action<\/strong>\u00a0column, click\u00a0<strong>Manage<\/strong>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>Choose from available actions:\u00a0<strong>Start,\u00a0Stop,\u00a0Continue,\u00a0Restart<\/strong>\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>Actions depend on the current run status (e.g., you can only restart a \u201cCompleted\u201d run)\u00a0<\/li>\n<\/ol>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li>Optional:\u00a0Click\u00a0on\u00a0the Run<strong>\u00a0ID<\/strong>\u00a0to see detailed logs and execution metrics.\u00a0<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"936\" height=\"298\" src=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-21.png\" alt=\"\" class=\"wp-image-5864\" srcset=\"https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-21.png 936w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-21-300x96.png 300w, https:\/\/enigmametaverse.com\/wp-content\/uploads\/2026\/07\/image-21-768x245.png 768w\" sizes=\"(max-width: 936px) 100vw, 936px\" \/><\/figure>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>What is a Data Flow?&nbsp; A&nbsp;Data Flow&nbsp;in Pega is a rule that defines how data should move through a sequence of processing steps, starting from a source and ending at one or more destinations. It is widely used in&nbsp;decisioning applications, data integration, and customer interactions.&nbsp; Data Flows allow you to visually orchestrate operations like&nbsp;filtering, joining, [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":5865,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-5852","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Data Flows - Enigma Metaverse<\/title>\n<meta name=\"description\" content=\"Learn 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