PremAI

PremAI: Secure, Personalized AI for Enterprises and Developers

PremAI is an applied AI research lab focused on building a future where everyone can access sovereign, private, and personalized AI. It offers a range of products and resources designed for both enterprises and individual developers looking to leverage the power of AI while maintaining data security and privacy.

What is PremAI?

PremAI is more than just an AI provider; it's a research lab pushing the boundaries of what's possible with AI, focusing on security, personalization, and accessibility.

How does PremAI work?

PremAI offers a variety of tools and platforms, including:

• Autonomous Finetuning Agent: This multi-agent system allows users to transform raw data into production-ready AI models without requiring deep machine learning expertise. It can reduce costs by up to 70% and improve latency by 50% for various natural language tasks. This uses techniques like automated hyperparameter tuning and architecture search to achieve optimal model performance with minimal human intervention. How to use the Autonomous Finetuning Agent? Simply upload your raw data and define your objectives; the system handles the rest.
• Encrypted Inference - TrustML™: This privacy-preserving framework uses advanced encryption to secure fine-tuning and inference on AI models without compromising data confidentiality or performance. This protects sensitive data by encrypting it before processing, ensuring that it remains confidential even during computation. Why is TrustML™ important? It allows businesses to leverage the power of AI on sensitive data without the risk of data breaches or compliance violations.
• Prem-1B-SQL: A local Text-to-SQL model designed for low-resource devices. It prioritizes data security by eliminating the need to expose databases to external systems. How does Prem-1B-SQL work? By running locally, it avoids sending sensitive database information to external servers, reducing the risk of data exposure.
• Prem-1B Series: Open-source multipurpose language models focused on Retrieval-Augmented Generation (RAG). Optimized for multi-turn conversations. How to use Prem-1B Series? Integrate it into your applications to enhance conversational AI capabilities with improved context understanding.
• LocalAI: A free and open-source platform for local AI inferencing through a REST API. It allows users to run large language models (LLMs) and generate images, audio, and more within their own infrastructure. How to use LocalAI? Deploy it on your local machine or server and use the REST API to access AI functionalities without relying on cloud services.

Why is PremAI important?

PremAI is important because it addresses several key challenges in the AI landscape:

• Data Privacy: TrustML™ ensures that sensitive data remains confidential during AI processing.
• Accessibility: Tools like LocalAI and the Autonomous Finetuning Agent make AI more accessible to individuals and organizations with limited resources or expertise.
• Customization: PremAI allows users to create personalized AI models tailored to their specific needs.

Who is PremAI for?

PremAI is designed for:

• Enterprises: Businesses looking to build proprietary internal AI capabilities with enhanced security and control.
• Developers: AI developers wanting to experiment with and deploy AI models locally or create custom solutions.
• Researchers: Academics and researchers exploring new frontiers in AI, particularly in the areas of security and privacy.

Best way to leverage PremAI?

Start by exploring the open-source tools like LocalAI and the Prem-1B series to gain hands-on experience. For enterprises, consider using the Autonomous Finetuning Agent to create custom AI models tailored to specific business needs, and leverage TrustML™ to ensure data privacy and compliance. Check the documentation on the website PremAI for detailed guides and API references.

PremAI empowers businesses across industries to build their proprietary internal AI capabilities, enabling sovereign, production-ready AI that transforms enterprise workflows. By focusing on security, personalization, and accessibility, PremAI is paving the way for a future where AI is more powerful, responsible, and beneficial for everyone.