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Home » How AI Innovations Are Transforming Finance with Automation
AI in Finance

How AI Innovations Are Transforming Finance with Automation

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Harnessing AI in Finance: Strategies for the Modern Workforce

Ramp's Megan Lin Gibbons at OnRamp San Francisco with AI industry leaders

Introduction: The Need for Automation in Finance Teams

As artificial intelligence (AI) transforms industries, finance teams within AI-driven companies are leveraging automation to enhance efficiency in unprecedented ways. Insights from industry leaders at OnRamp San Francisco highlight key strategies that organizations like Cursor, Notion, Airbnb, and Poshmark are utilizing to optimize productivity and talent acquisition.

AI as the New Analyst: Adaptation is Key

With the rapid advancement of AI technologies, hiring adaptable talent is crucial. According to Vibhav Joopelli, head of finance at Cursor, the focus should not just be on current skills but on a candidate’s potential to learn as AI continues to evolve. This adaptability is evaluated during real-world problem-solving sessions, ensuring that new hires can thrive in a dynamic environment.

The Role of Curiosity in Talent Acquisition

Kaustubh Khandelwal, SVP of finance at Poshmark, emphasizes that new employees are often more willing to experiment with AI, in contrast to seasoned team members who may be more cautious. He suggests that the ability to ask the right questions significantly influences the quality of insights derived from AI technologies. Companies like Airbnb are intentionally structuring job roles to allow for flexibility, encouraging candidates who exhibit curiosity and a willingness to learn.

Fostering a Culture of Experimentation

Notion’s introduction of “Curiosity Cards” empowers employees to allocate a budget for exploring AI tools without fear of failure. This initiative promotes a safe space for experimentation, crucial for growth in an age where AI is reshaping business practices. Jennifer La, deputy controller at Notion, notes that fostering curiosity is essential in a tech-savvy workforce.

AI for Enhanced Financial Insights

Incorporating AI into finance operations not only increases productivity but also improves visibility into spending. Automation of data analysis and expense categorization allows teams to provide strategic insights with unprecedented accuracy. La claims that AI has transformed their ability to understand the underlying motives behind spending, offering a granular look at costs related to client interactions and team events.

Key Skills for Finance Leaders in the AI Era

As AI continues to evolve, finance leaders must focus on developing four critical skills: data mastery, curiosity, risk-taking, and storytelling. Being skilled in data analysis and understanding data flow enhances decision-making speed. Cultivating a culture of curiosity encourages teams to experiment with AI tools, while risk-taking can foster innovative practices in finance. Lastly, the ability to tell a compelling story about the financial impact of AI adoption is increasingly vital.

Looking Ahead: The Future of AI in Finance

The conversation surrounding AI in finance is set to evolve dramatically. Panelists predict a shift from questioning “can AI do this?” to “should AI do this?” As finance teams prepare for this future, establishing the right culture, skills, and infrastructure becomes essential to capitalize on the opportunities that AI presents.

In this rapidly changing landscape, embracing AI offers the potential for finance teams to streamline operations, unlock new insights, and drive organizational success. By focusing on adaptability, curiosity, and innovation, companies can navigate the challenges and opportunities ahead with confidence.

This article was produced by Ramp and shared insights from OnRamp San Francisco.

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Fintech startup Skydo receives final approval from RBI for international payments

January 9, 2026

Key AI Regulatory Compliance Challenges for Financial Institutions in 2026

January 9, 2026

Broadridge Acquires Stake in DeepSee, a Utah-Based AI Startup Focusing on Automated Agents for Financial Services.

January 8, 2026
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