Kênia Sousa


Business, Process & Data Analysis

The Fifth Discipline - Part I

Why is the Fifth Discipline important? Why should I have a systems thinking approach?

We tend to focus on what we have to do and can’t see how our actions impact others. Even harder it is to see that the effect of our own actions come back to impact us. That is where systems thinking helps: You can only undertand systems (for instance, businesses, schools) by contemplating the whole, not any individual part.

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Books I read in 2025

Network

I want to share the books I’ve read in 2005.

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Designing Agentic Systems with People in Mind

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Interest in agentic systems, AI systems that can take initiative and act on behalf of humans, is growing rapidly. These systems are becoming feasible across industries. Luckly, most organizations are seeing the human in the loop, especially in mission-critical contexts.

I recently came across an interesting study entitled “Building Appropriate Mental Models: What Users Know and Want to Know about an Agentic AI Chatbot” that explores how people interact with agentic systems and evaluate their outputs. The insights are highly relevant for anyone working on Process Improvement, Digital Transformation and Human-Computer Interaction.

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