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The idea of the DnA Platform originated from the common challenge every big company has - the need for transparency in the data and analytics area. In addition, several features were envisioned and realized, this time with the idea to enable a self-service and cloud-independent platform based holistically on open-source software. The goal is to simplify life and speed up the work of everybody who is working with data. Let's look at the features DnA Platform offers out of the box.

Feature Name	Description	Availability in Github
DnA Portal Feature	Wrapper feature that packages all features into one streamlined user experience.	Since 24.12.2021
Solution Transparency feature	Feature that enables you getting transparency on different initiatives around Data/ML/AI and collaboration between people working on similar activities.	Since 24.12.2021
Report Transparency feature	Feature that enables you creating transparency on reports and dashboards produced in organization.	November 2022
Data sharing Transparency feature	Feature that enables you creating transparency on which data is being used where in the company and for which purpose.	February 2023
Data product Transparency feature	Feature that enables you creating transparency on which data products are existing in the company and through which access type they can be used (eg. SQL, Kafka, API, file,...).	May 2023
Malware Scan As A Service Feature	Feature that provides a simple REST API to check all kinds of attachments for malicious code, abstracting the ClamAV scanner usage and making it ready for web world.	February 2022
Data Pipeline Feature	This feature integrates Apache Airflow as major component in DnA Platform, enabling processing and transforming of data	February 2022
Jupyter Notebook Workspace Feature	Feature based on JupyterHub enables users to start working on their models without any additional software installation.	February 2022
Dataiku integration feature	This is the only feature that does not follow the open source principle completely as Dataiku is a licensed product. Still, even for Dataiku we are offering integration into the DnA Platform in case you are operating it also (if not, simply disable it in configuration).	February 2022
MLOps Pipeline	A holistic Kubernetes native MLOps pipeline based on Kubeflow components and optimized for secure enterprise environments. For more info, you can read the DnA - Kubeflow Pipelines & DnA - Kserve tutorials.	March 2022
Code Spaces feature	Feature that provides Visual Studio Code for single developer or team (Collaboration) with code templates for different technologies in the web and enables you automatic deployments.	March 2023
Storage bucket feature	Feature that provides S3 compliant storage based on MinIO possibility for self service user.	November 2022
Data Sharing	Feature that enables sharing of data in firewall friendly way using Trino.	March 2023
Web Analytics	Feature that enables self service creation of Matomo Web Analytics tracking project for your solution.	October 2023