Get ready to experience a smoother, more powerful Wondaris! This release focuses on enhancing your data management, enrichment, and activation workflows, alongside important security updates.

🔥What’s new

• Enhanced CSV Upload Experience in Centralise: We've significantly improved the CSV upload process in the Centralise platform. You can now easily upload and manage your data, with better feedback on validation and any potential errors. This includes the ability to delete uploaded files and see the total number of records in your dataset summary. This makes data ingestion simpler and more reliable.

  • Improved handling of bad rows during sync of the files to data tables in Wondaris.

  • Clearer user feedback after file validation.

  • Display of load error messages.

  • Ability to delete uploaded files.

  • Total record count displayed in dataset summary.

• DBT Enrichment in Explore: Now you can seamlessly integrate your DBT models directly within the Explore platform for enhanced data enrichment. This empowers you to leverage your existing data transformations for deeper insights and more effective activations.

  • Support for both Customer and Event modes in DBT enrichments.

  • Comprehensive four-step process for creating and editing DBT enrichments.

  • Detailed DBT enrichment view.

  • Ability to manage metadata for DBT output tables.

  • DBT enrichment triggered automatically after CDP run.

  • Option for Direct SQL in Model Configuration.

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• Event Data Send Statistics in Centralise: Gain better visibility into your event data sends with new statistics displayed in the Centralise platform. This allows you to monitor the success and performance of your data activations more effectively.

  • MVP implementation showing statistics of event data sends in destinations.

  • Display of MDS Ingestion Name instead of Event Forwarder ID.

• Improved Consent Management: We've made managing consent easier with clearer field names, showing the friendly names where they have been set.

• Advanced ML Enrichment Enhancements: We've added helpful visual cues to assist you in building your advanced ML models.

  • Icons now indicate good or bad featured fields in the saved model views.

  • Training field column added to Model Summary and Finish step.

  • Tooltip added to explain the enrichment score.

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🔧 Fixes and Improvements

Improvements

• Explore Menu and Labels Updated: The Explore menu and labels have been refreshed for improved navigation and usability.

• CSV File Validation: Enhanced validation for CSV files.

• User Notifications: Added user notifications for processing errors.

• DBT Model Permissions: Added permissions to manage DBT models.

Fixes

• Data Ingestion Reliability: Addressed several issues affecting data ingestion, including CSV uploads getting stuck or failing, data sync errors, and ingestion status discrepancies.

• DBT Model Workflow Enhancements: Improved the DBT model workflow by fixing issues related to validation, Github connection testing, model creation, display, triggering, editing, running, and variable addition.

• Enrichment Model Stability: Resolved exceptions and training issues related to enrichment models, including Advanced ML and churn models.

• Data Exploration & Activation Enhancements: Fixed issues affecting data exploration and activation, including destination status synchronization, metadata import, Explore menu intelligence, audience/segment filtering, and server errors.

• Destination Send Optimizations: Improved the reliability and display of destination sends, addressing issues with results, errors, formatting, logos, and duplicate rows.

• Platform Stability & Performance: Addressed various platform stability and performance issues, including consent management field names, dataset upload error formats, and ML service errors.

🤔 Good to know

Please contact your implementation partner or support@wondaris.com to discuss any queries you may have regarding enabling any new features within your Wondaris instance.

We're excited about these updates and how they will empower you to get even more value from Wondaris. We encourage you to explore these new features and improvements.

Have feedback or a feature request? We'd love to hear from you! Reach out to us at support@wondaris.com.