All posts from Diego Olaya
Data & AI culture
Agentic AI for Enterprises: Governance for Agentic Systems
AI governance evolves alongside advancing AI capabilities. As generative AI progresses from producing outputs to acting autonomously, organizations are witnessing a shift from early RAG-based knowledge assistants to agentic systems capable of executing business processes. These extended capabilities bring opportunities, but also significant risks. With the rise of AI-related incidents, a robust governance framework becomes vital: not…
Data & AI culture
Agentic AI for Enterprises: Scaling by Design
Agentic AI represents a significant evolution of AI, enabling systems not only to generate content, but to act, “reason”, and adapt based on context. This shift allows AI to move beyond passive output generation toward active decision-making and participation in business processes. Enterprises are increasingly exploring the potential of AI to enhance productivity. Yet, its…
Data & AI culture
Agentic AI for Enterprises: Core Concepts for Choosing Autonomy with Intent
Enterprises have embraced digital transformation, cloud computing, and AI-driven analytics to stay competitive. Yet much of this focuses on supporting decision-making rather than automation. With the rise of large language models (LLMs) and rapidly evolving AI capabilities, a new frontier has emerged: agentic AI. Agentic AI represents a step-change in enterprise automation, moving from generating…