Building an AI Agent for Real Team Work
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In this episode of Try AI for Growth, Sara Vicente Barreto shares how she built an AI Grant Scout agent for her charity, Um Pequeno Gesto — a structured workflow designed to identify, assess and prioritise funding opportunities more strategically. A tool with real commercial applications.
Rather than treating AI as a chatbot experiment, Sara explores what happens when you build an agent around a real operational workflow: defining rules, creating scoring systems, developing reference documents, and onboarding a team member to use it effectively. Along the way, she reflects honestly on what worked, what still feels frustrating, and why the real value of AI often lies in the thinking and structure behind the build.
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