MyDataWork entered Early Access in early 2026 following an intensive period of development and testing. We’re excited to offer select users the opportunity to experience our analytical asset management platform before general availability.
What’s Included in Early Access
Early Access provides comprehensive MyDataWork functionality designed to help organizations discover, catalog, and measure the business impact of their analytical work. Users can connect both local and cloud-based analytical assets to build a complete view of their analytical infrastructure.
The Early Access version includes:
Core Discovery Features
- Automatic scanning of analytical files and scripts via Windows Connector
- Cloud source integration for cloud-based analytical platforms
- Metadata extraction from Excel, Python, R, SQL, Tableau, Power BI, and other platforms
- Dependency mapping and lineage visualization between analytical components
- Business impact tracking and ROI measurement
Individual Workspace Access
- Personal workspace for organizing and cataloging analytical assets
- Use case documentation and outcome tracking
- Portfolio export capabilities for executive reporting
- Jira integration for connecting analytical work to project management workflows
Analytics and Insights
- AI-powered analysis to identify automation opportunities and analytical patterns
- Impact assessment tools to quantify business value of analytical work
- Asset relationship mapping to understand dependencies and connections
- Executive-ready reporting and portfolio summaries
Current Limitations
Early Access focuses on individual analyst workflows and includes certain limitations that will be addressed in the full release:
- Single-user workspaces only – Team collaboration features are not yet available
- Limited AI functionality – Advanced AI-powered analysis and recommendations are reduced in scope
- Windows Connector only – Mac and Linux connectors will be available at general launch
- Core integrations – Additional platform integrations are planned for the full release
What’s Next
We’re using Early Access feedback to refine the platform for general availability. Users gain access to the foundational capabilities that solve the “dark analytics” problem while helping us perfect the experience for broader deployment.
Early Access demonstrates how analytical asset visibility transforms AI planning and analytics ROI measurement. Organizations can begin cataloging their analytical infrastructure today, creating the foundation for strategic AI initiatives.
General availability is planned for later in 2026, when team collaboration, enhanced AI features, and expanded platform support will be included.