Todor

MOSTLY AI, the synthetic data platform - Smarter synthetic data for smart software testing and AI.

by
Safe and accurate synthetic data helps teams collaborate and innovate with data. The world’s most advanced synthetic data platform was made to create realistic test data for software development and better-than-real training data for building AI/ML models.

Add a comment

Replies

Best
Todor
Maker
Hi fellow hunters and makers, Who needs a reliable and free forever tool that generates top-quality AI-generated synthetic data for AI/ML models and software testing? Let's talk about synthetic data first. Not all synthetic data is the same. MOSTLY AI's synthetic data is generated by AI trained on real-world data. The resulting synthetic data looks, feels, and means the same as the original. The synthetic dataset is a perfect proxy for the original, since it contains the same insights and correlations. Our team has been developing the MOSTLY AI platform to help makers generate high-quality, production-like synthetic data for smarter AI and smarter testing. Synthetic data enables you to develop software applications faster and more efficiently. If you think you are still fine using production data, rule-based mock data, custom scripts, and legacy data anonymization techniques, think again. The quality of your data is vital for the quality of your end product. Production data is not efficient in so many ways. To name a few: 1. Should not be used without proper anonymization 2. It‘s almost impossible to properly anonymize 3. Lacks outliers needed for negative testing 4. Too big and cumbersome to manage 5. Too small for stress tests What about rule-based mock data: 1. 70% of all test data is still created manually 2. Impossible to recreate all relevant business rules 3. Needs expert domain knowledge regarding the specific data 4. Not easy to maintain referential integrity 5. No correlations, no meaningful data Our team solved all of the above by developing a robust and powerful AI synthetic data generation platform. Some of the benefits you get with MOSTLY AI: 1. 10 times faster to generate high-quality data 2. Up to 50% decrease in testers’ time utilization 3. 100% compliant with the strictest legislation (CCPA, GDPR, and HIPAA) 4. No need to manually configure business rules anymore – you do not even need to know the details of the data you are working with 5. The generated data will result in 100% anonymous test data 6. Cover more test cases with rich synthetic data – better test coverage means fewer bugs and higher reliability for your software 7. Create as much data as you need representative of the whole production data 8. Deidentify data 9. Subset your entire data into smaller, more manageable, yet representative batches 10. Speed up sprints and agility 11. Create bigger and more robust data from smaller sets for performance and load testing 12. Automate data generation using the Data Catalog function … the list goes on Multiple Fortune 100 banks, insurers, software teams, and researchers in North America and Europe are using MOSTLY AI's platform to generate synthetic data. Our team is looking forward to talking to you about AI-generated synthetic data and how it can add value to your business. Meanwhile, sign up at mostly.ai and experience the free forever edition of our synthetic data generator. Cheers, Team MOSTLY AI