Ramp Applied AI Solutions (ramp.com)

Ramp has launched its Applied AI Solutions team, responding to a significant increase in AI spending among its 70,000+ customers, which has surged 13 times since January 2025. Despite 87% of CFOs identifying AI as critical, only 21% have reported measurable results, leading firms to urgently seek impactful solutions. Ramp's approach focuses on integrating AI into existing financial operations by embedding engineers within finance teams to create tailored, production-ready AI applications. This initiative aims to bridge the gap between AI tools and actual operational impact, transforming fragmented data into coherent workflows that enhance efficiency and reduce reliance on manual processes. The Applied AI Solutions team develops a "Finance Intelligence Layer" that maps financial operations semantically, improving information management from various sources. The initiative emphasizes model agnosticism and adaptability, allowing companies to utilize the most effective AI models for their specific financial tasks without being locked into a single provider. By streamlining workflows and fostering ownership within finance teams, Ramp is poised to set a new standard for AI-driven finance systems, which could redefine operational efficiencies across industries as organizations strive for greater accountability and effectiveness in their financial practices.