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Home » How Automation in AI is Transforming the Financial Sector
AI in Finance

How Automation in AI is Transforming the Financial Sector

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Ramp's Megan Lin Gibbons, joined by leading AI companies like Cursor and Notion and industry leaders including Airbnb and Poshmark, at OnRamp San Francisco.

Ramp

Unlocking Efficiency: How Finance Teams in AI-Driven Companies Utilize Automation

In today’s fast-paced technological landscape, finance teams at AI-driven organizations are leveraging automation to maximize efficiency like never before. Insights shared during the OnRamp event in San Francisco highlighted innovative strategies that executives from leading AI companies, including Cursor and Notion, as well as industry giants like Airbnb and Poshmark, are employing to enhance productivity and streamline hiring processes.

The Role of AI as a Financial Analyst

As artificial intelligence evolves rapidly, finance leaders emphasize the importance of hiring individuals who can effectively adapt to new technologies. Vibhav Joopelli, head of finance and accounting at Cursor, shared that their hiring process prioritizes candidates’ capacity to learn and apply new skills, rather than merely what they already know. This approach involves potential hires working alongside existing teams to tackle real challenges, fostering a culture of collaboration and innovation.

Fostering Curiosity in AI Adoption

Panelists noted the varied approach of new hires versus seasoned employees when engaging with AI technologies. Kaustubh Khandelwal (KK) from Poshmark observed that newer employees tend to embrace experimentation with AI, whereas more experienced members often display skepticism. KK analogized the need to manage AI as one would a junior analyst, emphasizing that the efficacy of AI depends significantly on the curiosity and inquiry-driven mindset of its human counterparts.

Encouraging Experimentation with AI Tools

To promote a culture of curiosity, companies like Notion and Airbnb are implementing initiatives that encourage employees to explore AI tools and technologies. Notion introduced “Curiosity Cards,” allowing team members to allocate budgets for learning and experimenting with various AI solutions. Similarly, Airbnb provides a $500 experimentation portfolio for engineers to explore different AI applications, simplifying processes and driving innovation within the organization.

Enhancing Operational Efficiency through AI

AI is revolutionizing how finance teams manage tasks without increasing headcount. By automating mundane processes, these companies enhance visibility into spending and free employees to focus on strategic initiatives. For example, Joopelli from Cursor noted AI’s role in allowing team members to develop critical skills quickly, thereby adopting tools that improve data analysis across all levels — from finance to recruitment.

Skills for Staying Ahead in the Evolving AI Landscape

To stay competitive, finance leaders must develop four critical skills over the next year: data mastery, curiosity, risk-taking, and storytelling. Joopelli underscored the significance of understanding data flow within the organization to enable faster decision-making. In tandem, J La encouraged a culture that embraces experimentation with AI, while KK highlighted the importance of taking calculated risks to propel finance functions into a more innovative realm. Lastly, Loudon emphasized the importance of storytelling in conveying the impact and ROI of financial decisions — a skill that remains less susceptible to automation.

Looking Ahead: The Future of AI in Finance

As AI technology continues to evolve, experts predict a shift in workplace dynamics and discussions surrounding AI applications in finance. The focus will likely transition from “Can AI do this?” to “Should AI do this?” This evolution will require finance teams to cultivate the right culture, skills, and infrastructure that can withstand the rapid advancements in AI.

This story was produced by Ramp and revised and distributed by Stacker.

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AI automation poses a risk to predominantly female roles in the tech and finance sectors, according to a report.

February 4, 2026

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February 4, 2026

Women in tech and finance more vulnerable to AI job losses, report reveals

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