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
Pricing
Vendor refund policy
N/A
Legal
Vendor terms and conditions
Content disclaimer
Delivery details
MOSTLY AI v109 EKS installation bootstrap image
- Amazon EKS
Container image
Containers are lightweight, portable execution environments that wrap server application software in a filesystem that includes everything it needs to run. Container applications run on supported container runtimes and orchestration services, such as Amazon Elastic Container Service (Amazon ECS) or Amazon Elastic Kubernetes Service (Amazon EKS). Both eliminate the need for you to install and operate your own container orchestration software by managing and scheduling containers on a scalable cluster of virtual machines.
Version release notes
Version 109 was released with the below content: :twisted_rightwards_arrows: Heterogeneous input<->output:
- Users can deliver synthetic data to any destination regardless of source type.
Additional details
Usage instructions
Instructions
Collect mostly-full-installation chart
Update parameters in EKS cloudformation template (eks-cluster.yaml)
Update parameters in value.yaml file (values.yaml)
Execute below script
if you are using simple aws cli credentials:
./bootstrap.sh
./bootstrap.sh
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.