GenAI Data-Evaluator
The tecRacer GenAI Data-Evaluator offers you the opportunity to test potential GenAI applications for your company’s own data quickly and with minimal operational effort. Successful applications can then be scaled up to a productive solution. With minimal investment of time and money, you can quickly get your individual use case evaluation.



Challenges
The development of GenAI applications based on company-owned data using Retrieval Augmented Generation (RAG) usually requires a multi-stage and complex process.
The first step is to select the appropriate search algorithm based on the data structure, which may also require data preparation. Choosing and efficiently using embedding models plays a crucial role in achieving useful embeddings; in some cases, these models even need adaptation. Once selected, the LLM model must be seamlessly integrated with the retrieval system, with factors like response speed and scalability being crucial.
After the basic architecture is in place, further aspects such as fine-tuning, prompt engineering and proper error handling need to be taken into account for productive use. Compliance and security requirements play an important role in deployment. It must be ensured that the application only provides authorized information in accordance with the user authorizations.
The NetApp BlueXP Workload Factory for GenAI provides you with all these elements in an automated manner based on best practices. This allows you to evaluate your individual use case with minimal effort and in a short time to make an informed decision about the further use of these modern AI technologies.
Your Benefits
Quick evaluation
Find out fast and cost-effectively whether a GenAI application is useful for your use case.
Secure provisioning
Built applications are based on the existing access rights of the users in your corporate environment.
Scalability
GenAI applications are easily scalable thanks to their AWS architecture.
GenAI in just a few mouse clicks
Configure various RAG setups conveniently via an easy-to-use user interface.
State-of-the-art storage solution
Get your first experience with the professional storage solution Amazon FSx for NetApp ONTAP. Storage efficiency and data transport technologies included.
Our solution for you
With the tecRacer GenAI Data Evaluator, you can connect your company’s data to a GenAI chatbot as part of a Proof-of-Concept (PoC) and interact directly with this data. This enables you to quickly gain valuable insights into whether and how such a service can enhance your employees’ productivity by significantly simplifying time-consuming research within your data.
You define the scope and type of data to be evaluated, while we handle the deployment of the service in the AWS Cloud. We take care of the secure and efficient transport and seamless integration of your data. Leveraging the proven base technologies of our partner NetApp in the AWS Cloud, we deliver a robust and reliable solution. If you already use NetApp storage solutions, the data transfer and integration process becomes even more efficient and secure.
With minimal time and cost investment, you can achieve a comprehensive evaluation of your specific use case. If the PoC yields positive results, it can be easily scaled into a production-ready solution.