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DaVinci
Case Study

DaVinci MES Application

How Nogrunt transformed quality engineering for the DaVinci MES platform - achieving 85% reduction in test case design effort and 75-88% reduction in automation effort.

85%Reduction in Test Design Effort
90%Faster Execution Time
Measurable Impact

Measurable Impact with Nogrunt

Complex, end-to-end workflows involving Users/Roles Management, Material Management, Production Planning, Logging, and Reporting - transformed with AI-powered quality engineering.

85%

Reduction in Test Design Effort

32 hours → 4-5 hours for 80 test cases

90%

Faster Execution Time

2-3 days → 1-2 hours for full regression suite

Test Case Design

Test Case Design

In the DaVinci MES application, manual test case design was highly time-consuming, required domain knowledge, and was prone to missing critical cross-module interactions and edge-case scenarios.

Before Nogrunt

32 hours

for 80 test cases (low, medium & high complexity)

With Nogrunt

4-5 hours

including review of AI-generated test cases

85% reduction

Challenges

  • Writing test cases for complex MES workflows takes significant effort
  • Field-level validation coverage often missed negative scenarios
  • Quality depends on tester experience, leading to inconsistencies
  • Manual updates are error-prone with high maintenance overhead
  • Hard to scale without increasing team size
  • Testers tend to focus on happy paths - edge cases often missed

With Nogrunt

  • Generates test scenarios quickly from requirements
  • Includes edge cases, negative scenarios, and boundary conditions
  • Uniform structure and quality across all test cases
  • Reduces dependency on individual skills and domain expertise
  • QA team focuses more on exploratory testing and critical validations
  • Better coverage for complex MES integrations
Web UI Automation

Web UI Automation

With frequent releases, ensuring regression stability was increasingly challenging. Manual testing required significant effort, and traditional coding-based automation was time-consuming and skill-dependent.

Before Nogrunt

2-3 days

to execute 200 regression test cases manually

With Nogrunt

1-2 hours

for one-click regression execution

90% faster execution time

Challenges

  • Manual regression cycles took multiple days, slowing releases
  • Automation required proficiency in programming languages and frameworks
  • Writing scripts for end-to-end MES scenarios was effort-intensive
  • UI changes required frequent script updates and locator fixes
  • Execution required complex environment setup and CI/CD configuration
  • Flaky tests from synchronization issues and dynamic elements

With Nogrunt

  • Eliminates repetitive manual regression cycles
  • Entire regression suite triggered with a single click
  • Large regression suites executed in hours instead of days
  • Easily scales to handle growing application complexity
  • Automatically adapts to UI changes - reduces script breakages
  • Improved stability with fewer flaky tests

See what Nogrunt can do for your team

Join engineering teams that have transformed their quality processes with AI-powered test case generation and automation.