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What is Gretel.ai?
Gretel.ai is a synthetic data platform for AI model training. It allows data scientists and machine learning engineers to generate artificial datasets that maintain the statistical properties of real data, enabling faster model development while preserving data privacy.
What sets Gretel.ai apart?
Gretel.ai distinguishes itself by generating multiple types of synthetic data, including tabular, time-series, and text, allowing AI developers to tackle complex real-world scenarios. This versatility proves invaluable for companies seeking to speed up their AI initiatives without compromising data security. By providing on-demand access to high-quality artificial datasets, Gretel.ai helps reduce the time and resources typically required for data collection and preparation.
Gretel.ai Use Cases
- Generate synthetic data
- Anonymize sensitive information
- Augment ML datasets
- Design custom datasets
- Simulate rare scenarios
Who uses Gretel.ai?
Features and Benefits
- Generate artificial datasets with characteristics similar to real data to improve AI models while preserving privacy.
Synthetic Data Generation
- Detect and remove personally identifiable information from datasets to protect sensitive data.
Data Anonymization
- Process various types of tabular data including numerical, categorical, and time-series information.
Tabular Data Support
- Assess the quality of synthetic data through comprehensive reports and metrics.
Quality Evaluation
- Access Gretel's functionality through APIs and SDKs for seamless integration into existing workflows.
API Integration
Gretel.ai Pros and Cons
Pros
Generates high-quality synthetic data for AI model training
Protects sensitive information and enhances data privacy
User-friendly interface with easy implementation
Handles large datasets of various types
Provides comprehensive quality and utility reporting
Offers free version with useful features
Excellent customer support
Cons
May require some machine learning knowledge for optimal use
Processing very large datasets can be time-consuming
Advanced features may have a learning curve
Limited customization options for some users
Upper cap on generated data size in some instances
Pricing
Free Tier $0/mo
15 free monthly credits
100K+ highest-quality synthetic records using Gretel Workflows
2M+ Transform records
2M+ PII detection records
1.5 million characters using the Gretel Navigator inference API
2 concurrent jobs
1 hour runtime limit
Unlimited maximum dataset size
Community support
Pay-as-you-go $2/mo
$2.00 per credit after free credits are used
Team $295/mo
$2.20 per credit
10 concurrent jobs
99.5% API availability SLA
1 business day email support
Custom SSO support
Pool credits with your team
12 hours runtime limit
Unlimited maximum dataset size
Weekday email support
Enterprise Price not available
Custom enterprise turbo-scaling
99.5% API availability SLA
24/7 phone and email support
Custom SSO support
Pool credits with your team
Designated customer success engineer
12 hours runtime limit
Unlimited maximum dataset size
Early access to beta features
Gretel.ai Alternatives
Transform raw data into actionable strategies