We are very happy to welcome Dr. Christoph Bussler and host his seminar "Enterprise AI: Software Engineering Challenges in Deploying AI Technologies at Scale" organized as part of the "Postgrado en Ciencia y Tecnología Informática" at the Universidad Carlos III de Madrid.
Seminar description:
Since the launch of ChatGPT in November 2022, AI has rapidly moved from research labs into everyday applications—transforming search, communication, e-commerce, healthcare, and beyond. However, while consumer AI tools have seen widespread adoption, enterprises face unique challenges. For large organizations, the focus is not just on deploying AI, but on ensuring reliability, scalability, and measurable value in production environments.
This seminar defines what makes AI “enterprise-grade” and explores the technical areas where AI is making the biggest impact for businesses. We’ll dive into the engineering hurdles of productizing AI: from model selection and fine-tuning, to integration with legacy systems, to ensuring robustness, security, and compliance. Deploying AI in a commercial context requires more than state-of-the-art algorithms—it demands rigorous software engineering, DevOps practices, and a deep understanding of real-world constraints.
Event: eventos.uc3m.es/152123.html
English
