Data Warehouse Testing Services

Data warehouse testing comprises ETL, BI, performance, and security testing types. Since 2005, ScienceSoft’s DWH testing ensures the proper functioning of BI apps, high DWH performance, corporate data security, and ETL processes’ working in line with corresponding business rules.

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Based on your business and project specifics, ScienceSoft can suggest an optimal DWH test coverage to ensure your business data quality, validate sophisticated BI logic and DWH performance staying within reasonable testing time and budget.

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Data Warehouse Testing: What We Test?

We run comprehensive data warehouse testing to ensure that your DWH powers insightful business decisions. DWH testing with ScienceSoft includes:

ETL testing

If ETL doesn’t run as intended, the data is harmed, altered inadequately or lost on the way, which results in misleading insights and faulty business decisions.

Our qualified SQL-experienced testing engineers follow a data-centric approach and validate the data at every entry point. Running ETL testing, we identify duplicates and triplicates, spot missing foreign keys, check that the transformation goes according to your business rules and make sure that source and target data are consistent.

If the data stored in a DWH is of great volume or variety, our team offers automated ETL testing of your DWH using the following tools:

QuerySurge.
Informatica Data Validation.
iCEDQ.
ETL Validator and more.

BI Testing

To power well-grounded business decisions, data quality should be maintained throughout:

Data integration in online analytical processing (OLAP) cubes. We make sure OLAP operations (roll-up, drill-down, slicing and dicing, pivot) work correctly.
Data presentation in reports and dashboards. Our testing engineers compare the data and its format in the DWH and in the reports and dashboards to make sure they deliver trustworthy information. We also check rendering time of your reports and dashboards to make sure it agrees with your requirements.

DWH performance testing

Our testing engineers run comprehensive performance testing (stress, load, scalability and stability testing subtypes) to detect possible bottlenecks and make sure your data warehouse handles the increasing number of users and/or the growing data volume from data sources and successfully deals with multiple users performing various operations simultaneously.

Mobile security testing

DWH security testing

Data warehouses contain critical business information (data on clients and employees, enterprise financial data, partner information, etc.) that needs enhanced protection. Running DWH security testing, our experts will check:

The correctness of role-based access.
The correct work of data encryption and decryption implementations adopted by the business.
The validity of data backup operations.

Our qualified testing experts will ensure the data security measures you use effectively protect your business data, as specified in your security requirements.

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Our Testing Projects

Case Study

DICOM Image Generation Module to Visualize AI Findings

ScienceSoft helped a global provider of AI-powered healthcare imaging solutions introduce a new image generation module and ensure its GDPR, ISO 13485, and IEC 62304 compliance in just three months.

Project details

Case Study

Reliability, Scalability, and Competitiveness of a SaaS ERP Improved in 9 Months

ScienceSoft’s QA team set up a consistent testing process for a SaaS ERP and revealed 800 issues hampering product performance. Following the input from QA, our developers fixed the flaws, revamped the ERP codebase, and delivered new features to increase product value.

Project details

Case Study

Testing and Support of BI-enabled ERP for a Multi-Industry Corporation

ScienceSoft’s QA engineers carried out full-scale testing of a multifaceted ERP system for a European retail & wholesale brand. With the new ERP, the Customer expanded its store chain, increased sales efficiency, and optimized the staff and warehousing operations.

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Case Study

Code Refactoring and AWS Migration to Boost Callbot SaaS Scalability

ScienceSoft helped a European callbot SaaS provider refactor its web app’s code, fix software defects, and migrate it to the AWS cloud. The result was a highly scalable and cost-effective solution providing a seamless UX even under high loads.

Project details

Case Study

Fitness Product Redesign and Marketing Strategy Ready in 2 Months

ScienceSoft helped Triad Fitness Group redesign its TriadXP workout app and develop a new marketing strategy. Thanks to our product consulting, UX research, and UI design services, the client got a sleek, user-friendly fitness app able to reach a broader audience.

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Cooperation Models

To fit your needs best, we offer two cooperation models:

Complete DWH testing

Under this model, we perform an all-embracing check of your data warehouse and test ETL, DWH performance and security, as well as reports and dashboards.

Targeted DWH testing

Under this model, our team tests a certain aspect or aspects (for example, we run only ETL testing). We can also test a certain sub-aspect separately (OLAP, role-based access, etc.)

DWH Testing with ScienceSoft: Testing Process

Studying project requirements

Our testing team studies your DWH project requirements. Driven by our ISO 27001-certified quality management system, our QA specialists will help you improve the requirements, in case they are vague or incomplete.

You will get: DWH project requirements are reviewed and enhanced (if needed).

Test planning and test design

This stage consists of:

Drafting a test plan. The test lead drafts a detailed test plan for you to review and approve.
Test design. The testing team writes test cases/checklists according to the test plan and unites them into a test case document that comprehensively covers your data warehouse testing.
Prep measures. Our testing team sets up a well-balanced strategy with an optimal mix of manual and automated testing and prepares test data sets to suit your DWH testing best.

You will get: the test plan, the test case document, adequate test data for DWH testing are created and approved.

Test implementation

Relying on the test case document and the test plan, our testing team tests your data warehouse using the prepared test data and test environment. Your business data security is guaranteed by our ISO 27001 certification.

You will get: updatable test suites and bug reports.

Result analysis and accountability

The testing team provides a test summary report describing the testing results and the overall DWH quality.

You will get: test summary report on your DWH quality.

Challenges We Solve

	Huge amounts of data and data variety. To meet this challenge, our DWH testing engineers thoroughly select data samples to create quality test data. They also run performance testing to make sure large amounts of data don’t slow down the query execution time.
	Time-dependent data meaning is changing as time goes. Our testing experts will prepare representative data samples covering the necessary period (2+ years) and load them to the test environment. Besides, time-dependent data is continually changing, for example, when current date changes from Aug/31 to Sep/1, current and previous months change. To solve this problem, our testing specialists regularly add new test data to test a particular feature of your DWH adequately.
	Endless variations in OLAP. OLAP allows applying various filters, dimensions and measures, which creates a multitude of scenarios to be tested. To manage the testing process efficiently, our testing engineers draft a traceability matrix, which shows the test coverage for each dimension and measure and helps prevent under-testing.
	Business specificity. Testing some DWH components (OLAP cubes and reporting) requires business understanding. Our testing engineers apply professional knowledge in 10+ domains, including retail, healthcare, banking and financial services, manufacturing, and more, to ensure that your solution is fully functional.

Ensure the Quality of Your DWH Processes

ScienceSoft provides testing services ensuring that your DWH operates correctly, business information stays secure and unharmed, data is adequately integrated and presented in BI reports needed for grounded business decisions.

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