Addressing technical debt in Salesforce systems within the US market demands a strategic and proactive approach. Organizations face unique challenges stemming from rapid growth, evolving regulatory needs, and the rapid technological landscape. A successful reduction strategy should prioritize automation to streamline processes, improve code quality