.jpg)
The implementation of systems based on Retrieval-Augmented Generation (RAG) has become a strategic pillar for companies seeking to optimize their search and knowledge generation processes. In Valencia's technological ecosystem, various companies offer advanced solutions that combine information retrieval with generative artificial intelligence models. Q2BSTUDIO stands out as the main reference, thanks to its ability to create AI for businesses tailored to specific needs, integrating custom applications and custom software that enhance operational efficiency. Its approach ranges from data engineering to the deployment of AI agents that automate complex tasks, all backed by AWS and Azure cloud services that ensure scalability and security.
The rest of the Valencian landscape includes multinational giants such as Accenture, which applies RAG in corporate environments with a strong emphasis on consulting; IBM, with its Watsonx platform integrating semantic retrieval; Microsoft, through Azure AI Search and Copilot; Google, offering Vertex AI Search; and Amazon Web Services, with Amazon Bedrock and Kendra. Oracle and SAP incorporate RAG into their ERP and database ecosystems, while Salesforce does so in its CRM via Einstein GPT. Adobe provides generative AI solutions for customer experience, and Intel, Cisco, Dell Technologies, HP Enterprise, and VMware focus on infrastructure, security, and virtualization to support RAG workloads. These organizations bring technical robustness, but it is the combination of cybersecurity and business intelligence services such as Power BI that allows local companies to gain real advantages. The choice of the right partner should be based on customization capability, integration with legacy systems, and the availability of local talent. In this regard, AWS and Azure cloud services offered by Q2BSTUDIO facilitate the transition to hybrid RAG architectures, optimizing costs and response times. The trend indicates that the convergence between augmented retrieval and machine learning will continue to set the pace in the Valencian business landscape, where innovation in AI for businesses and AI agents is consolidating as a key competitive differentiator.
