WhereScape extensions
WhereScape connects source discovery and model design in 3D with generated loading and orchestration in RED. Shared metadata, documentation, and lineage help teams maintain the warehouse as it evolves. As a certified partner with deep implementation experience, we bring these capabilities together to put established architecture into practice.
WhereScape is optional. Automated Bronze ingestion, Data Vault in Silver, enterprise Kimball models in Gold, and shared semantics can also be implemented with other tools. These examples show how we adapt WhereScape around that architecture.
01 / Incremental ingestion
Incremental ingestion processes new and changed data where the source supports it, reducing the work of repeatedly loading a full dataset. We extend WhereScape templates to apply these established patterns consistently across sources.
Choose an ingestion pattern suited to the source.
Capture the repeatable parts of implementation.
Bring generated loading into the delivery workflow.
Reuse the approach as the warehouse grows.
02 / Historical integration
Historical integration brings earlier records and ongoing changes into a consistent analytical foundation. Data Vault history provides context for understanding how the business has changed over time.
Where the sources are compatible, our WhereScape extensions connect historical loading with ongoing ingestion. Reusable loading patterns reduce the separate work needed to bring the past into a new warehouse.
Illustrative historical integration
Bring earlier business activity into the warehouse.
Continue capturing new and changing data.
A consistent foundation for analysis over time.
03 / Data Vault automation
Data Vault's consistent modeling patterns suit automation. We extend WhereScape model conversion and loading templates to carry the agreed design into implementation as sources are added.
Why it helps: less repetitive modeling and loading work, with more time for understanding the business and reviewing the result.
04 / Model standards
Shared model standards make an enterprise warehouse easier to understand and extend. We adapt templates and conversion rules so generated assets follow the conventions of the chosen architecture.
Why it helps: a more consistent implementation across delivery increments, with reusable conventions that simplify maintenance.
Built for the team that maintains it
WhereScape RED connects code generation and workflow automation. Our expertise connects those capabilities to your business and architecture, with reviewed output, documentation, and support for your team.
Explore our delivery processExtend around your requirements
We can help you apply WhereScape automation to the architecture and workflows your warehouse needs.