See the demo of our CPV-classifier solution!
CPV (Common Procurement Vocabulary) classification is used to standardize the terminology of public procurement across the European Union by categorizing procurement contracts. Our automatic classifier suggests one or several categories out of nearly ten thousand CPV codes.LLM finetuning
Every domain or task has its own unique language patterns, terminologies, and contextual nuances. By fine-tuning a pre-trained LLM, you can customize it to better understand these unique aspects and generate content specific to your domain. This approach allows you to tailor the model's responses to align with your specific requirements, ensuring that it produces accurate and contextually relevant outputs. Whether it’s legal documents, medical reports, business analytics, or internal company data, LLMs offer nuanced expertise in these domains when trained on specialized datasets. Customization through fine-tuning empowers you to leverage the power of LLMs while maintaining the accuracy necessary for your specific use case. Use Cases
In many industries, such as healthcare, finance, and law, strict regulations govern the use and handling of sensitive information. Organizations can ensure their model adheres to data compliance standards by fine-tuning the LLM on proprietary or regulated data. This process allows for the development of LLMs trained specifically on in-house or industry-specific data, mitigating the risk of exposing sensitive information to external models while enhancing the security and privacy of your data.Cloud solutions
Cloud cost optimization combines strategies, techniques, best practices and tools to help reduce cloud costs, find the most cost-effective way to run your applications in the cloud environment, and maximize business value. It can be hard to monitor metrics and compare data when using multiple cloud vendors with different dashboards, and overspending can be easy. Whether you use IBM Cloud, Amazon AWS, Google Cloud, Microsoft Azure or some combination of platforms, it’s essential to understand, evaluate and optimize what you spend on cloud operations. 
