Eliminate Redundancy
Eliminate repetitive dashboard creation across data sources.
Dynamic Data Sources
The analytics field often trails behind software engineering, struggling with efficient multi-environment management without duplicating setups.
- Different data source for different clients, requires data team to create duplicative dashboards
- Separate dashboards are needed for testing versus production environments
Dynamic Data Source is designed to solve these problems. Inspired by engineering best practices, it aligns analytics with engineering efficiency and empowers analysts to dynamically program data sources as needed.
- Dynamically display data from the appropriate source for the right users, based on user authentication, without creating duplicate dashboards.
- Seamlessly and dynamically switch data sources between development and production, allowing you to test analytics logic before full deployment.
Benefits of Dynamic Data Sources
Flexible Customization
Use Holistics' as-code logic to customize data sources transitions for a tailored analytics experience.
Enhanced Governance
Prevent logic testing on production and enforce strict data access governance.
Dynamic Data Sources Use Case
Customized Dashboards for Different Users
Create a single set of models, datasets, and dashboards that dynamically adjust their data source based on the viewer.
Allow each user to automatically access data from their respective database without needing multiple dashboard versions.
Switch Data Sources Based on Environment
Eliminate manual data source adjustments when switching environments.
Develop and test analytics logic in the Development environment, then seamlessly transition to the Production data source upon publishing.
This ensures a smooth, uninterrupted workflow.
Tailored Embedded Dashboards for Different Clients
Design an Embedded Dashboard that dynamically adjusts to show each client only their data, regardless of which database they use.
Frequently Asked Questions
I separate my data by schema, not data source. Do you support Dynamic Schema?
Yes! Holistics supports Dynamic Schema alongside the Dynamic Data Sources. For more details, check out our documentation here.
Interested in Dynamic Data Sources?
Streamlined analytics process. Reduced maintenance efforts.
It all starts with Holistics .