Why WhereScape?
How WhereScape Automation Helps Data Warehousing Teams
Building a data warehouse is among the riskiest tech projects a company can take on. It can take years to build and typically requires millions of lines of code to be written, along with months of testing and debugging. WhereScape offers 3 products that will dramatically reduce the effort, cost, and risk of building and maintaining your data warehouse.
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WhereScape 3D
Before a data warehouse can be built, a blueprint, or conceptual model, needs to be created. A conceptual model outlines the key entities (like Customers, Orders,Products, and Payments ) and their relationships, ensuring a clear strategy of how data will be collected and utilized. WhereScape 3D automates the creation of your conceptual model.
WhereScape RED
Once a conceptual model is created, it needs to be built as a physical model. A physical data model defines how data is stored, including specific tables, columns, constraints, and outlines how data will be organized, indexed, and accessed. It translates the high-level design of a conceptual model into an actionable plan for implementation. WhereScape RED automates the creation of your physical model.
WhereScape Data Vault Express
Data Vault Express combines 3D and RED with built-in wizards, models and templates to automate the implementation of Data Vault 2.0, which is a unique methodology for designing and managing a data warehouse that emphasizes scalability, flexibility, and adaptability to change. It builds upon the original data warehouse model but incorporates more advanced techniques to address the needs of modern data environments.
For me, WhereScape is actually a game-changer because now I can go into meetings, I don’t have to spend time explaining the tech-y things, I can just spend time on listening to the needs from the business and do data modeling.
Torgil Hellman
Chief Architect, ATEA Sweden AB
WhereScape Automation Lifecycle
Discover
Rapidly understand data sources and quality
Design
Automate model and processing generation and allow for quick iterative cycles
Develop
Generate consistent, robust and stable code with automation optimized for your target data platform
Deploy
Leverage schema management and reduce risk with governed, secured, and audited approach
Operate
Manage by exception and increase operational efficiency through integrated scheduling, dependency management, central logging and auditing, and performance metrics
Enhance
Be ready for change, easily identify impacts and quicker to iterate
Built for Leading Data Platforms
Cut time to production for Snowflake projects with automation built to combine native Snowflake functions, wizards and best practices with common data warehouse modeling methodologies. Get more from your cloud investment sooner.
Use WhereScape to streamline data across Databricks’ unique Lakehouse and Medallion Architecture, enhancing data governance in the Unity Catalog, scalability, and real-time analytics while supporting diverse workloads and machine learning capabilities.
WhereScape and Microsoft Fabric work together to enhance data management with Fabric’s decentralized mesh architecture, enabling cross-domain analysis, operational data ingestion, and domain-agnostic data product creation, monitoring, discovery, and access.