AI generated test data, the future for an agile release cycle?
Are you an organization with in-house tech development? Then you probably have a staged approach for delivering new features to enhance your customer journey. Typically, organizations have the “DTAP” stages:
- Development
- Testing
- Acceptance and
- Production
Testing and development with high quality test data is essential to deliver state-of-the-art software solutions. Using real (original or production) data seems obvious, but is not allowed in the Development, Testing and Acceptance phase due to (privacy) regulations. Syntho ensures that you have the best possible alternative as test data so that you can deliver state-of-the art solutions:.
Challenges
Key challenges in getting your test data right:
- Using real (original or production) data seems obvious, but is not allowed due to (privacy) regulations.
Alternative “solutions” introduce key challenges in getting your test data right:
- Business logic is not preserved
- Referential integrity is not preserved
- They require manual work, are not scalable and cost time
- They cannot optimize your data for testing purposes
Our solution
Create a digital twin with AI
We mimic your (sensitive) original data with an AI algorithm to generate a synthetic data twin. This allows you to test and develop with an AI generated synthetic test data twin to deliver state-of-the-art solutions with:
- High quality test data with preserved business logic
- High quality test data with preserved referential integrity
- Easy and fast data generation with state-of-the art AI
- End-to-end update of your complete test infrastructe with one click
- Optimized test data for edge case testing
- Generate new test data for new features, when your do not have data yet
Business value
Test and develop with next-level test data to deliver state-of-the-art software solutions!
- Improve overall test, development and delivery quality
- Higher NPS scores and an enhanced customer journey
- Be smarter than the competition
- Release faster and shorten the time-to-market
- Reduces bugs and potentially unhappy customers
- Minimize re-test cycles
- Happy testers, developers and product owners
Data is synthetic, but our team is real!
Contact Syntho and one of our experts will get in touch with you at the speed of light to explore the value of synthetic data!