Currently working on

As you can imagine we are working constantly on improving and adding new features.

Currently we are working on:

PI 2024.4

• Provide managed OLTP database instances that can be consumed in Codespaces and have mirroring to OneLake
• Implement a self-service role management for EntraID
• Deletion concept for individual services
• Integration of Microsoft Fabric with on premise world

Older PI's:

PI 2024.3 (Q3 2024)

• adding additional method for calculating business value of any Data&AI initiatives
• GenAI Security As-a-Service - enabling LLMGuard service as an API
• further improving ChatGPT feature by enabling training on internal content
• Codespaces: Seperate Build & Deploy triggers for Codespaces, Seperate Owned vs Collaborated Codespaces, Enable efficient monitoring of deployed services
• self service for Microsoft Fabric services
• self service for Microsoft PowerPlatform

PI 2024.2 (Q2 2024)

• First integration of Microsoft Fabric in DnA with Fabric Workspace creation
• Exposing Data Lakehouse data through REST/OData & GraphQL endpoints
• Enabling similarity search for DnA Solution transparency in order to avoid duplicates
• Improving DnA Code Spaces to enable integration (deploy and run) with Azure AKS
• Integration of Data Quality management and Anaonymization self service tools in DnA (for now it will stay closed source as we are still discussing with neighbouring team on possibility to open source this)
• Creating new DnA Data Entry as a Service solution enabling easy data gathering (primarely for planning/forecasting)

PI 2024.1 (Q1 2024) - code is still in dev branch for now

• Implementing DnA Data Lakehouse as a Service (DeltaLake & Iceberg)
• Improvement of DnA CodeSpaces (adding build/deploy and run logs)

PI 2023.3 (Q4 2023)

• Implementing service for Web analytics based on Matomo
• Upgrade of Airflow to version 2.6
• Improving Dataiku integration to enable project creation and project permission handling in self service mode in DnA Platform itself
• Implementing fulyl FOSS ChatGPT based on GPT4All (requires only CPU, runns fully in offline mode)
• Started moving authorization from custom development to Kong
• Report and Data product transparency improvements
• Improving Self service Time Series Forecasting service