Overview
The MOSTLY AI Synthetic Data Platform generates synthetic data that is highly representative, highly realistic, and considered 'as good as real'. While maintaining high accuracy and protecting the privacy of your subjects, you can openly process and share the generated synthetic data with others.
Benefits
- Trust and Risk Mitigation: By utilizing synthetic data generated by the platform, you can effectively mitigate privacy risks associated with sensitive information. Comply with data protection regulations and build trust with stakeholders.
- AI Explainability: With the installation of the MOSTLY AI Synthetic Data Platform, enhance the explainability of your AI models. Leverage synthetic data that accurately represents your original data's statistical characteristics and referential integrity.
- Fraud and Anomaly Detection Training: Our product empowers you to train your fraud and anomaly detection models using the generated synthetic data. Enhance your ability to identify and mitigate potential threats effectively.
- Bias Mitigation: Leverage the power of the MOSTLY AI Synthetic Data Platform to address bias in your data. Generate diverse and representative synthetic datasets to foster fairness and inclusivity in your AI applications.
Use Cases
- Data Democratization: Empower your organization by democratizing access to privacy-compliant synthetic data. Enable stakeholders across departments to leverage valuable insights securely.
- Data Anonymization: Protect the privacy of your subjects and comply with data privacy regulations. Utilize synthetic data that is immune to re-identification attacks.
- Realistic Test Data: Generate synthetic data that accurately reflects real-world scenarios. Enable comprehensive testing and validation of your systems and algorithms.
- Fairness and Explainability: Use synthetic data to address bias and enhance transparency in AI models. Ensure fair and explainable outcomes.
- Cross-Border Data Sharing: Safely share synthetic data across borders, overcoming legal and privacy barriers. Preserve the value and representativeness of the original data.
- Data Augmentation: Amplify your datasets with synthetic data to increase sample sizes, improve model performance, and explore "what-if" scenarios.
- Data Diversity: Foster diversity in your datasets by generating synthetic data that captures a wide range of characteristics. Ensure comprehensive and unbiased analysis.
Highlights
- Structured synthetic data: Synthesize tabular synthetic data that preserves the statistical characteristics and the referential integrity of your original data.
- Privacy: Protect your subjects' privacy with synthetic data that is immune to re-identification attacks.
- Accuracy: Maintain high accuracy in your synthetic data and review QA reports with accuracy scores for each generated synthetic dataset.
Details
Features and programs
Financing for AWS Marketplace purchases
Quick Launch
Pricing
Vendor refund policy
N/A
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Delivery details
Helm Delivery Option
- Amazon EKS
- Amazon EKS Anywhere
Helm chart
Helm charts are Kubernetes YAML manifests combined into a single package that can be installed on Kubernetes clusters. The containerized application is deployed on a cluster by running a single Helm install command to install the seller-provided Helm chart.
Version release notes
MostlyAI 4.1.0
Additional details
Usage instructions
AWS QuickLaunch is available
Resources
Support
Vendor support
MOSTLY AI provides full lifecycle support. Our offerings include:
- Support via email;
- Dedicated Customer Support teams.
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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