What is Mostly AI ?
Mostly AI is a synthetic data generation platform that provides a smarter alternative to real data. It offers a way to create artificial versions of real data that is more accessible, flexible, and privacy-safe. Synthetic data is not mock data, it retains the structure and statistical properties of real data, making it a valuable tool for organizations in various industries.
Mostly AI Key Features:
- Generates synthetic data that closely resembles real data
- Can manipulate data to create smaller or larger datasets, fill in missing data points, and more
- Private-by-design, with no 1:1 relationship to original data points
- No coding required, making it accessible for all users
Use Cases:
- Data democratization: Enable everyone in an organization to access data without privacy concerns
- Cross-border and enterprise data sharing: Share synthetic data versions across borders and businesses
- Product design and development: Use synthetic data to build products without compromising privacy
- AI/ML development: Use synthetic data to train machine learning models and eliminate biases
- Fairness and explainability for AI/ML: Fix embedded biases and provide explainability through synthetic data.
