VMware Private AI
In the fast-paced world of AI, privacy and control of corporate data are paramount concerns for organizations. That's why the architectural approach for AI services, such as VMware Private AI, is gaining traction. By leveraging this approach, businesses can ensure that their sensitive data remains secure and protected.
This architectural approach for AI services enables privacy and control of corporate data, choice of open source and commercial AI solutions, quick time-to-value, and integrated security and management.
AI solutions for your environment—NVIDIA AI Software, open–source community repositories, and independent software vendors. Deploy with confidence, knowing that VMware has built partnerships with the leading AI providers. Achieve great performance in your model with vSphere and VMware Cloud Foundation GPU integrations. Augment productivity by eliminating redundant tasks and building intelligent process improvement mechanisms.
Benefits
- Get the Flexibility of Choice: Get the flexibility to run a range of AI software for your environment, including NVIDIA AI Enterprise, open-source repositories, or ISV offerings with the VMware Private AI. Achieve the best fit for your application and use case.
- Deploy with confidence: VMware Private AI offers generative AI solutions in partnership with NVIDIA and other partners, all of whom are respected leaders in the high-tech space. This enables you to securely run your private corporate data to do fine-tuning, run inferencing, and, in some cases, even training in-house.
- Achieve Great Performance: This solution supports NVIDIA GPU technologies and pooling these GPUs to extract great performance for AI workloads. The latest benchmark study compared AI workloads on VMware + NVIDIA AI-Ready Enterprise Platform against bare metal. The results show performance that is similar to and, in some cases, better than bare metal. Hence putting AI workloads on virtualized solutions preserves the performance while adding the benefits of virtualization, such as ease of management and enterprise-grade security.
- Augment Productivity: Leverage VMware Private AI for your generative AI models and maximize your organization’s productivity by building private chatbots and enabling automation of repetitive tasks, smart search, and building intelligent process monitoring tools.
Top Use Cases
VMware Private AI solutions enable several use cases for enterprises by securely enabling large language models’, fine-tuning, and deployment (inference) within their private corporate environment. Here is a description of the top use cases that enterprises can enable using these platforms.
- Code Generation: These solutions accelerate developer velocity by enabling code generation. Privacy in code generation is of utmost concern. With VMware Private AI solutions, enterprises can use their models without risking losing their IP or data.
- Contact centers resolution experience: VMware Private AI can significantly improve customer experience by improving the high-quality content, quality, and feedback contact centers provide customers with improved accuracy of responses.
- IT Operations Automation: Enterprises can significantly reduce IT operations agents’ time by enhancing operational automation like incident management, reporting, ticketing, and monitoring using VMware Private AI.
- Advanced information retrieval: Platforms based on VMware Private AI can significantly help in employee productivity by improving document search, policy, and procedure research.
