This topic was explored in the recent Datakom AI Datacenter Engineers webinar, “The Digital Brain of the Enterprise: How to Turn Corporate Data into Instant Answers with NVIDIA DGX Spark.”
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How to Turn Data into Instant Answers with NVIDIA DGX Spark Webinar – 03.03 ✨
In organizations, the volume of information grows every day — documents, technical specifications, contracts, emails, and databases together form an enormous body of knowledge. However, in practice, employees often spend hours searching for specific information across different systems and file archives. Information overload can become a barrier to efficiency rather than an advantage.
At the same time, companies are increasingly exploring the use of AI to address this challenge. However, one of the biggest concerns is security — how to leverage the benefits of AI without entrusting sensitive corporate data to public cloud services.
A Local AI Assistant Within
the Company’s Infrastructure
During the webinar, we demonstrated how combining the computational power of NVIDIA DGX Spark with the Open WebUI interface enables the creation of a modern AI assistant that operates entirely within a company’s local infrastructure.
This approach allows organizations to leverage the capabilities of large language models while maintaining full control over their data. All documents — PDFs, Word and Excel files, or databases — are processed within the company’s internal environment, without connections to external cloud services.
As a result, the AI assistant becomes a kind of digital brain for the organization, capable of quickly locating the required information and providing employees with accurate answers.
A Digital Fortress for Enterprise Data
Unlike many public AI tools, a locally deployed AI infrastructure provides significant security advantages.
Data isolation ensures that company information never leaves the organization’s servers. This is particularly important for companies that work with sensitive data, intellectual property, or confidential client information.
Full control allows the organization to manage access rights, user authentication, and data flows internally.
Meanwhile, a Zero-Leak approach ensures that even the most sensitive information — such as legal contracts, financial data, or proprietary technologies — remains securely behind the company’s firewall.
How AI Becomes an Expert in Your
Company’s Data
During the webinar, we also explored a localized RAG (Retrieval-Augmented Generation) approach that enables an AI model to work with a company’s internal documents and databases.
This technology ensures that AI responses are based on specific, verified corporate data rather than general information from the internet. As a result, the risk of so-called “AI hallucinations” is significantly reduced, making responses more accurate and reliable.
In practice, this allows the AI assistant to help employees quickly find information in technical documentation, analyze contracts, search archived records, or provide answers about internal company processes.
The Power of NVIDIA DGX Spark
A key component of this architecture is NVIDIA DGX Spark — a high-performance AI computing platform designed to run modern AI models within enterprise environments.
Local computing power enables organizations to achieve an optimal balance between security, performance, and flexibility. Companies can leverage the benefits of AI without compromising data protection.
From Document Archive to Interactive Assistant
The webinar demonstration also showcased a practical example of how a large document archive can be transformed into an intelligent, interactive assistant in just a few minutes.
Once the documents are integrated into the system, employees can simply ask questions in natural language and receive precise answers with references to the relevant company documents.
This significantly reduces the time required to search for information and helps teams make decisions faster.
Who Is This Solution Relevant For?
This approach is particularly valuable for organizations where efficiency, data security, and full control over infrastructure are critical.
The webinar was especially relevant for:
Operations managers
IT directors
Data engineers and AI specialists
As the volume of corporate data continues to grow, locally deployed AI solutions are becoming one of the most practical ways to transform information overload into structured, actionable knowledge.
Watch the webinar recording and take the next step🚀
If you are interested in implementing such solutions within your organization, please fill out the application form, and our technical specialist will contact you to discuss your requirements and possible next steps.
Follow us for upcoming webinars and practical AI solution use cases coming very soon!
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