To address these challenges, we developed Monetor as a rules-based decision-making platform that offers real-time FX risk assessment. We adopted agile Scrum methodologies and leveraged a technology stack including Python, Django, and Java to build a flexible, scalable solution on Amazon Web Services. This approach ensured that the platform could adapt to a variety of business needs and easily adapt to market changes.