DCirrus conducted an extensive on-ground exploration across the US, engaging with investment banking professionals to understand challenges in deal execution for the lower and mid-market. The insights led to a strategic commitment to build an AI-powered, accessible, and cost-effective ecosystem tailored for modern dealmakers.