Contextual AI

We examine how specific applications of contextual AI can improve marketing, production, and transportation systems.

We investigate the ongoing challenges, including the data quality and implicit bias of these AI models, as well as concerns over their explainability and regulatory compliance.

Our case studies provide real-world insights into how AI impacts the top and bottom lines.

Finally, we offer recommendations for practitioners looking to develop their knowledge of AI to further their careers in the industry.

Contextual AI represents the next frontier of artificial intelligence, focusing on how we can harness social, economic and physical spaces to empower AI agents in fields ranging from communications to transportation to manufacturing.

By leveraging techniques such as natural language processing, deep learning, and agent-based modeling, these systems explore the subtleties of human perception, behavior, and interaction.

This primer has been crafted to help participants explore the vision and themes that will be developed in the BAI Winter School at Caltech on Contextual Space: AI’s Next Frontier from February 3–12, 2025, in Pasadena, CA. The study provides foundational knowledge on the subject, documents the learning objectives, introduces key concepts, methodologies, and technologies, prepares the session’s technical workshops, and can serve as a primer for the participants before, during, and after the session.

tO RECEIVE YOUR FREE COPY THIS SPRING, please provide the following information

The Business Analytics Institute improves organizational decision-making through the application of data science. The BAI offers Exec and Corp educational modules, applied research, as well as coaching and mentoring services to help both confirmed managers and management students transform their data into impactful decisions for their organizations and their customers.

Our customer references include Accenture, Berger-Levrault, Cegid, E&Y, HP, IBM, Microsoft, Oracle, NationBuilder, SAS, Semdee, as well as several universities, business schools, public administrations and SMBs in the US, Europe and Asia.

Contact Us

The Business Analytics Institute
+33 (0)771.112.255 - +1 (818) 877-4427
info@baieurope.com - @DSign4Analytics