[ WhereSc... Reviews ](https://www.g2.com/products/wherescape-red/reviews) [ WhereSc... Reviews ](https://www.g2.com/products/wherescape-red/reviews) # WhereScape RED Features ##### ## Functionality (14) Diverse Extraction Points Pull any required data from a variety of sources, including email, web pages, PDFs, and other documents. Data Structuring Organize extracted data into a more easily digestible structure. Consolidation Amass extracted data in a variety of data formats like spreadsheets and .csv. Data Cleaning Clean extracted data by removing duplicates, clearing excess characters, grouping by characteristic, and more. Cloud Extraction Stores data in cloud storage for access at any point. Visualization Generate visual data representations from extracted data. Extraction Extract data from the designated source(s) like relational databases, JSON files, and XML files. Transformation Cleanse and re-format extracted data to the needed target format. Loading Load reformatted data into target database, data warehouse, or other storage location. Automation Arrange ETL processes to occur automatically on needed time schedule (e.g., daily, weekly, monthly). Scalability Capable of scaling processing power up or down based on ETL volume. Documentation management Automatic creation and management of documents. Platform support The software supports a wide variety of data sources and data warehouses that require automation. Template functionality Supports a template system, making it easier to set up configuration parameters. Show More ##### ## Management (2) Reporting View ETL process data via reports and visualizations like charts and graphs. Auditing Record ETL historical data for auditing and potential data correction needs. Show More ##### ## Administration (2) Error Alerts Software is able to alert the user in case of any errors. Service Automation Utilizes data to proactively identify IT issues. Show More ##### ## Automation (4) Workflow Automation Automates all parts of the Data Warehouse lifecycle - warehouse design, provision data sources. Multi-platform support Supports real-time data ingestions and updates in the cloud or on-premises. Data Management Software delivers insights into data in order to identify gaps, risk within the data warehouse. Data Simplicity Supports no-code/low code development patterns. Show More ##### ## Diverse Extraction Points (1) Diverse Extraction Points Pull any required data from a variety of sources, including email, web pages, PDFs, and other documents. Show More ##### ## Agentic AI - Data Warehouse Automation (1) Proactive Assistance Anticipates needs and offers suggestions without prompting Show More ## Top-Rated Alternatives [ ![dbt](https://images.g2crowd.com/uploads/product/hd_favicon/fb5962d21f726bb78733c336e00ac3ef/dbt.svg "dbt") dbt 4.7/5(209) ](https://www.g2.com/products/dbt/reviews) [ ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") Databricks 4.6/5(1,356) ](https://www.g2.com/products/databricks/reviews) [ ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") Snowflake 4.5/5(761) ](https://www.g2.com/products/snowflake/reviews) [ View All Alternatives ](https://www.g2.com/products/wherescape-red/competitors/alternatives) WhereScape RED Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") Databricks 4.6/5(1,356) [ Compare Now ](https://www.g2.com/compare/databricks-vs-wherescape-red) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_017ca5b65bc8cc79fa434f2716af16ee/dbt.png "Product Avatar Image") dbt 4.7/5(209) [ Compare Now ](https://www.g2.com/compare/wherescape-red-vs-dbt) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_2b00e05c107c3273cea5264090c3c1d0/snowflake.jpg "Product Avatar Image") Snowflake 4.5/5(761) [ Compare Now ](https://www.g2.com/compare/snowflake-vs-wherescape-red) ##### Categories on G2 [ ETL Tools ](https://www.g2.com/categories/etl-tools)[ Big Data Integration Platforms ](https://www.g2.com/categories/big-data-integration-platforms)[ Data Extraction ](https://www.g2.com/categories/data-extraction-tools) [ Data Warehouse Automation ](https://www.g2.com/categories/data-warehouse-automation) Show More ##### Explore More [ What platform provides automated social report generation? ](https://www.g2.com/discussions/what-platform-provides-automated-social-report-generation)[ Which Oracle PeopleSoft resellers ensure payroll accuracy and regulatory compliance during system transitions for organisations in highly regulated environments? ](https://www.g2.com/discussions/which-oracle-peoplesoft-resellers-ensure-payroll-accuracy-and-regulatory-compliance-during-system-transitions-for-organisations-in-highly-regulated-environments)[ What's the best digital communications governance software for a mid-size company that's all on Microsoft 365 and Teams? ](https://www.g2.com/discussions/what-s-the-best-digital-communications-governance-software-for-a-mid-size-company-that-s-all-on-microsoft-365-and-teams) [ What are the highest rated insurance suites for enterprise insurers consolidating multiple platforms into a unified system? ](https://www.g2.com/discussions/what-are-the-highest-rated-insurance-suites-for-enterprise-insurers-consolidating-multiple-platforms-into-a-unified-system)[ Top identity management service for startups ](https://www.g2.com/discussions/looking-for-the-top-identity-management-service-for-startups-let-s-discuss)[ Pros and Cons Details ](https://www.g2.com/products/wherescape-red/reviews?qs=pros-and-cons) Show More [ What platform provides automated social report generation? ](https://www.g2.com/discussions/what-platform-provides-automated-social-report-generation)[ Which Oracle PeopleSoft resellers ensure payroll accuracy and regulatory compliance during system transitions for organisations in highly regulated environments? ](https://www.g2.com/discussions/which-oracle-peoplesoft-resellers-ensure-payroll-accuracy-and-regulatory-compliance-during-system-transitions-for-organisations-in-highly-regulated-environments)[ What's the best digital communications governance software for a mid-size company that's all on Microsoft 365 and Teams? ](https://www.g2.com/discussions/what-s-the-best-digital-communications-governance-software-for-a-mid-size-company-that-s-all-on-microsoft-365-and-teams) [ What are the highest rated insurance suites for enterprise insurers consolidating multiple platforms into a unified system? ](https://www.g2.com/discussions/what-are-the-highest-rated-insurance-suites-for-enterprise-insurers-consolidating-multiple-platforms-into-a-unified-system)[ Top identity management service for startups ](https://www.g2.com/discussions/looking-for-the-top-identity-management-service-for-startups-let-s-discuss)[ Pros and Cons Details ](https://www.g2.com/products/wherescape-red/reviews?qs=pros-and-cons)