Overview
Data Genie provides synthetic data generation for structured and unstructured data with a variety of data types, including images, video, time-series and tabular, that perfectly emulate the characteristics of real-world data.
- Update and scale up data 300fold from actual data (150 to 50k samples)
- Apply CART and other parametric methods for generating structured data
- Use image augmentation techniques to generate images and 3D models for incorporating different perspectives
- Compare generated data and observed data to validate the quality of generated data
- Utilize generative adversarial networks for synthetic data generation
Empower research and development of products and AI model training with task-appropriate data at scale while ensuring privacy and security around personal identifiable and critical information.
See how Data Genie elevates your data-driven processes while ensuring data privacy and security.
Data Genie Benefits
Data Genie makes it easy to create highly effective synthetic data at scale for a variety of use cases, from AI model training to scenario testing and risk analysis.
The synthetic data that Data Genie generates offers considerable advantages over anonymized data — most notably, it completely eliminates data security and compliance concerns without removing content critical for data-driven product and process optimization.
Drive innovation
Create better AI models with abundant training data and experiment freely to create and optimize data-driven products.
Make better decisions
Empower decision-makers to make data-driven decisions with greater confidence and agility by simulating scenarios, avoiding common statistical problems and more.
Ensure security and compliance
Go beyond anonymization and fully protect personal information and other sensitive data by using functionally identical synthetic substitutes.
Optimize cost
Match the utility of expensive datasets for a wide range of use cases with synthetic data that is much quicker and more cost-efficient to create.
Improve collaboration
Protect sensitive and confidential data when sharing or releasing datasets and valuable insights for research or collaboration purposes.
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Data Genie Use Cases
Data Genie meets the needs of major industries for high volumes of specialized, readily available data that can be used to optimize processes and develop better products while observing privacy and compliance requirements.
Talk to an expert about how Data Genie can integrate with your environment and use cases.
Development and testing
Providing realistic and representative data to enable testing under various conditions and identifying potential performance issues to ensure reliability and robustness.
AI training and analytics
Augment existing datasets of real-world data to provide more training examples for models and improve model performance and generalizability, e.g., by generating additional images for object detection and image segmentation tasks.
Data sharing and monetization
Facilitate the creation of valuable datasets and data products that retain a higher share of business-critical characteristics compared to anonymized data, without any privacy risks.
Marketing optimization
Simulate group or individual customer behavior to tailor marketing campaigns to unique preferences and improve offer personalization.
Scenario testing and risk analysis
Create realistic simulations of real-world scenarios for testing and evaluating the performance of new products, services or policies, identifying potential risks or vulnerabilities before real-world deployment.
Forecasting and predictive analytics
Generate realistic historical data for predictive analytics models to improve the accuracy of predictions and promote better-informed business decisions.
See how Data Genie can augment and produce the kind of data you need to make better decisions and create more effective products.
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