Dheyo AI provides a generative AI platform, Eyoh, for creating AI-generated videos and images with high multi-character consistency. The company optimizes model execution through its GenAI Compiler and leverages heterogeneous compute resources for performance. They offer custom model finetuning to adapt pre-trained algorithms for specific user needs and improved accuracy.
Funding
Funding not disclosed
Founders
Product
Problem
Organizations face challenges in securely deploying and managing large language models (LLMs) due to concerns about unauthorized access, data breaches, and the need for efficient GPU resource utilization. Ensuring data privacy and compliance with industry standards while fine-tuning and inferencing models across various sectors remains a significant hurdle.
Solution
Dheyo offers a secure platform for running LLM-based applications, leveraging hardware-level encryption and a security governance layer to prevent unauthorized access and data breaches. The platform enables secure fine-tuning and inference of LLMs within a trusted environment, addressing concerns related to data poisoning and prompt injection attacks. Dheyo's solution enhances GPU resource efficiency, allowing organizations to maximize their existing systems while reducing capital and operational expenditures. By providing a secure and accelerated vector database platform, Dheyo facilitates the onboarding of confidential data and ensures privacy throughout the LLM lifecycle.
Target Audience
Dheyo targets organizations across various industries, including automotive, manufacturing, communication service providers (CSPs), finance, electronic design automation (EDA), and life sciences, that require a secure and efficient platform for deploying and managing LLMs.
Features
- Hardware-level encryption to protect sensitive data at rest and in transit.
- Security governance layer with least-privileged access controls to prevent unauthorized model and data access.
- Sandboxed environment for maximum security and compliance with industry standards.
- Trusted environment for LoRA and fine-tuning of LLMs.
- Secure vector databases for fine-tuning and inference.
- Accelerated vector database platform.
- GPU resource optimization to reduce Capex and Opex.
- Scalable solution to accommodate growing LLM workloads.