SDG Group, a leader in data and AI consulting, has presented its “Data, Analytics & AI Trends 2025” report, highlighting key technology and business trends for the coming year. The report, based on the Innovation Radar carried out by the company, analyzes four main areas: Artificial Intelligence, data technologies, data architecture and business.
In Artificial intelligencea significant evolution of the specialized language models (SLMs) and large-scale vision models (LVMs)boosting creativity and productivity. The causal inference in machine learning It will allow you to discover cause and effect relationships in the data, improving decision making. Furthermore, the responsible AI governancewith audits and security protocols, will be crucial.
As for the data technologiesthe Insights Engineeringpowered by generative AI, will allow decision makers Interact with data in natural language. The autonomous data systems They will transform data management, automating many processes. The model Bring Your Own Cloud (BYOC)which allows companies to control their cloud infrastructure, will always gain popularity according to this report.
Regarding the data architecture and AIthe report highlights a AI and Data Stack Observatory to evaluate emerging technologies. The Cognitive Platform will integrate multimodal data, including audio, video and text, to obtain insights more complete. The Multiagent Systems (MAS) They will transform the way complex problems are approached.
In the area of businesslos hyper-personalized AI agents They will optimize efficiency and individualized treatment. New metrics will be adopted to measure the Generative AI ROIconsidering factors such as customer experience that will be key for B2C applications. The Integrated Business Planning (IBP) It will be based on advanced analytics and AI to make decisions in real time.
Miguel Romero, Head of Technology and Innovation at SDG Group, points out: «Thanks to the emergence of generative artificial intelligence, in 2025 we will witness an acceleration of datafication in companies. Current technological advances make it possible to dataify information such as audio, video and other unstructured formats. This facilitates the transformation of said data into useful knowledge throughout the entire value chain..
