Can AI agents help businesses identify opportunities faster and more strategically?
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 — and why the lessons extend far beyond fundraising.
What started as a grant research experiment evolved into a structured AI workflow designed to scan opportunities, prioritise fit, support decision-making and guide action. Along the way, Sara explores how AI agents can support commercial teams looking for partnerships, funding opportunities, leads or strategic relationships.
The episode also goes behind the scenes of what it actually takes to build a useful AI workflow: creating rules, designing scoring systems, structuring instructions, developing team processes and refining outputs over time.
Rather than treating AI as a one-off prompt tool, this episode explores how leaders can start thinking about AI agents as operational support systems for real business workflows.