Prediction Guard: Secure and Private AI Platform
Introduction
In the rapidly evolving world of artificial intelligence, ensuring data privacy and security is paramount. Prediction Guard stands out as a robust solution, offering a private AI platform that accelerates AI adoption while prioritizing data privacy and risk management. This platform is designed to ensure system-level security, from model server configurations to the outputs generated by large language models (LLMs).
Key Features
Data Security via Private AI Functionality
Prediction Guard allows for self-hosted models, including popular families like Llama 3.1, Mistral, Neural Chat, and deepseek, all running privately within your infrastructure. This ensures that sensitive data never leaves your secure environment.
Security Checks
The platform includes advanced security measures to protect against emerging vulnerabilities such as prompt injections and model supply chain risks. These checks are essential for maintaining the integrity and safety of your AI workflows.
Essential Integrations
Developers can leverage the best AI tooling, including LangChain, LlamaIndex, and code assistants, while keeping their data within their network. This integration capability is crucial for building robust AI applications without compromising on data security.
Privacy Filters and Output Validations
To prevent issues like hallucinations, toxic outputs, and personal identifiable information (PII) leaks, Prediction Guard employs sophisticated privacy filters and output validations. These features ensure that the AI outputs are not only accurate but also safe and compliant.
Deployment Options
Managed Cloud
Prediction Guard offers a fully hosted and managed cloud solution that is fast to set up and completely stateless, ensuring your data is not stored. This option is HIPAA compliant, making it suitable for industries with stringent data protection requirements.
Self-Hosted
For organizations that prefer to maintain control over their infrastructure, Prediction Guard supports self-hosting with flexible compute options, including non-GPU accelerators like Intel® Gaudi® and Intel® Xeon®. This setup is pre-optimized for enterprise-scale price-performance.
Single-Tenant
Dedicated for a single customer, this option provides a secure, isolated deployment managed by Prediction Guard. It eliminates the hassle of infrastructure management while ensuring the highest levels of security and privacy.
Conclusion
Prediction Guard is more than just an AI platform; it's a comprehensive solution for organizations looking to adopt AI technologies securely and privately. With its robust security features, flexible deployment options, and essential integrations, Prediction Guard is setting a new standard in the AI industry. Whether you're in healthcare, finance, or any other data-sensitive field, Prediction Guard ensures that your AI journey is both innovative and secure.
