Innovating AI-Driven Business Spend Management: A Personal Journey as a Senior Product Manager

As a Senior Product Manager, I’m fortunate to be at the crossroads of technology, leadership, and strategy. My focus is on harnessing the power of AI-driven solutions to transform business spend management. This journey is about more than just implementing cutting-edge technology — it’s about creating meaningful solutions that make a real difference for businesses and their people.

Throughout my career, I’ve discovered that the key to true innovation is a deep understanding of business needs and user experiences. AI is revolutionizing business spend management, and its potential is immense — not just in its technology but in how it’s strategically applied with leadership, collaboration, and real-world impact.

AI: A Game Changer for Business Spend Management

AI has the ability to revolutionize how businesses approach financial management. It goes beyond automating repetitive tasks — it empowers organizations to make smarter, more data-driven decisions that align with their strategic goals. By analyzing vast amounts of data in real-time, AI uncovers valuable spending patterns, predicts future trends, and provides actionable insights that can shape success.

What excites me most is that AI doesn’t just help businesses save money — it enables them to strategically invest their resources for greater impact. AI creates opportunities for businesses to allocate spend with purpose, whether for innovation, optimization, or securing a brighter future. This transformation is what fuels my passion — helping organizations become more efficient and focused on long-term success.

Bridging Engineering and Business Management

In my role, I have the privilege of bridging the technical brilliance of engineering with the strategic vision of business management. I work closely with engineering teams to transform complex technical concepts into intuitive, user-friendly solutions that solve real-world business challenges. This collaboration requires a deep understanding of both technology and user needs, and I take pride in making that connection seamless.

Equally important is working alongside business leaders to ensure our AI solutions are perfectly aligned with the organization’s overarching goals. The challenge is to blend technical excellence with business relevance, and I’m driven by the rewarding task of turning ideas into solutions that deliver measurable results.

Leadership with Empathy: Fostering Innovation

I truly believe that technology alone is only part of the equation — leadership is what drives true, sustainable innovation. I lead with empathy, fostering an environment where collaboration thrives, and every team member feels heard, valued, and empowered. Compassionate leadership isn’t just about managing — it’s about inspiring teams to bring their best ideas forward and trust in a shared vision.

By creating a culture of open communication, I’m able to draw out the best in every team member. Encouraging collaboration and creativity allows us to innovate together and deliver solutions that exceed expectations. This approach doesn’t just lead to successful products — it creates a vibrant atmosphere where everyone feels motivated and empowered to contribute.

Looking Ahead: The Future of AI in Business Spend Management

The future of AI in business spend management is filled with immense promise. As AI continues to evolve, so will its ability to predict trends, automate processes, and provide deeper, more insightful data. The real opportunity lies in applying AI in ways that support the broader objectives of the organization.

Our mission is powerful: to develop AI solutions that are not just cutting-edge but deeply user-centric, driving transformative business outcomes and fueling long-term growth. The future of business spend management is about pushing the boundaries of technology while staying deeply connected to the human needs behind it.

Conclusion

AI is transforming the landscape of business spend management in exciting and positive ways, and I’m thrilled to be part of this transformation. Through purposeful product management, compassionate leadership, and a strong commitment to collaboration, I’m dedicated to developing AI-driven solutions that not only increase efficiency but also empower organizations to make smarter, more strategic decisions.

Looking ahead, I’m filled with excitement and optimism, knowing that the work we’re doing today is setting the stage for lasting change tomorrow. It’s a mission that motivates me each and every day — to help organizations unlock the full potential of AI to drive success, innovation, and sustainable growth.
By Nora Clark February 20, 2026
As we welcome the Year of the Fire Horse, our global village comes together to celebrate Lunar New Year — a moment for renewal, reflection, and bold forward momentum for #AllOfUs. This year’s celebration is led by our Coupa Exceed Employee Resource Group, whose leadership continues to create space for cultural connection, shared learning, and deeper belonging across our communities. Through its programming and storytelling, Exceed ERG helps turn moments like this into meaningful global experiences for all Coupanians. In the lunar zodiac, the Horse symbolizes energy, progress, and determination. The Fire element brings passion, visibility, and transformation. That spirit comes to life in how Exceed leads this celebration: Moving with purpose Amplifying voices and traditions Bringing our global community closer together From red envelopes and reunion dinners to travel, lanterns, and time with loved ones, Lunar New Year reminds us that while our backgrounds may be different, the values that connect us are shared.
By Nora Clark February 20, 2026
Engineers at Coupa are shaping what’s next, through code, curiosity, impact, and a shared commitment to building better systems for people and businesses. In celebration of Engineers Week 2026, we asked a few of our engineers how they’re transforming the future: their own, Coupa’s, and the communities we serve. Their answers reflect a profession grounded in purpose, growth, and possibility.
February 11, 2026
As we continue our Black History Month celebration, Coupa’s Engage employee resource group is proud to spotlight more voices whose journeys reflect the lasting impact of Black innovation in technology. Building on our first feature, this blog highlights Coupanians whose paths into tech weren’t always linear but whose perspectives are shaping how technology, people, and possibility intersect at Coupa. Through the stories of Elise Huggins, Rashida Jones, and Johnny White, we’re reminded that innovation is strongest when it’s grounded in imagination, inclusion, and human purpose.
February 9, 2026
As Coupa celebrates 20 years of innovation, growth, and impact, it’s the people who’ve grown alongside the company who best reflect what that journey really looks like. For Sukhada Bardapurkar, Partner Success Manager, the last 10 years at Coupa have been shaped by curiosity, connection, and a deep sense of ownership in the results she helps deliver. “At every stage of my career here, I’ve genuinely cared about the impact of my work and how it enables both me and the team to move forward,” Sukhada shares. “Owning results motivates me and it pushes me to stay curious and solve problems proactively.”
February 6, 2026
At Coupa, we believe great work deserves to be recognized, not just for outcomes but for the commitment, ownership, and impact it brings. From weekly wins to milestone achievements, celebrating excellence is part of how we show up for one another. As part of our evolving rewards and recognition program, the Coupa India Leadership Team introduced the Standout Performer Award (Monthly) and Extra Mile Award (Quarterly) to spotlight Coupanians whose contributions drive individual, team, and business success. We’re proud to recognize our Stan dout Performer Award winner for November 2025 and invite you to join us in celebrating his achievement.
January 30, 2026
As we celebrate Black History Month, Coupa’s Engage employee resource group honors the resilience, creativity, and leadership of Black pioneers whose innovation has shaped technology and artificial intelligence. This year’s theme, “ Innovation and the Impact of Black Pioneers in Tech and AI ,” recognizes trailblazers who challenged barriers, introduced new ways of thinking, and built pathways for future generations. Through the voices of Coupanians across our organization, we celebrate how those legacies continue to inspire us to innovate with purpose, push boundaries, and help shape what’s next at Coupa.
By Nora Clark January 16, 2026
Chien-Yi Tsai’s career hasn’t followed a straight line, and that’s exactly what led him to innovation. Looking back, Chien-Yi doesn’t see a single defining moment that made him an inventor. Instead, he sees a series of questions, challenges, and moments of curiosity that gradually shaped him into the engineer he is today. His focus was never on earning a patent, but on continuous learning, solving meaningful problems, and pushing beyond what felt comfortable. “I never set out with the goal of becoming a patent inventor,” Chien-Yi shares. “I was focused on learning, solving real problems, and pushing myself beyond what felt comfortable.” That mindset ultimately led him to Coupa, and to invention. A Career Built on Curiosity Like many engineers, Chien-Yi’s early career was about building strong foundations: understanding how systems work, weighing technical tradeoffs, and learning how technology can solve real business challenges. Each role added depth such as stronger technical skills, broader systems thinking, and a growing appreciation for collaboration. When Chien-Yi joined Coupa, he entered an environment that actively encouraged curiosity. The challenges weren’t neatly packaged; they were complex, evolving, and deeply connected to real-world supply chain operations. That complexity pushed him to think bigger and approach problems more creatively. Before Coupa, Chien-Yi didn’t consider himself an “inventor.” He saw himself as a problem solver. Over time, he realized the distinction wasn’t as clear as he once thought. “I didn’t think of myself as an inventor but more of a problem solver,” he says. “Over time, I realized those two things aren’t very different.” The Spark Behind the Patent The idea that eventually became a patent began with a simple question: How can supply chains become smarter, faster, and more efficient as new delivery methods emerge? As delivery models continue to evolve, Chien-Yi became increasingly interested in how emerging transportation capabilities could be thoughtfully integrated with traditional logistics networks. That curiosity led to deeper exploration of how different modes of delivery could operate together within a single system. As Chien-Yi thought more about the increasing viability of drones, it became clear to him that they could play a meaningful role in logistics. But integrating aerial delivery with traditional ground transportation introduced an entirely new layer of complexity. What started as informal conversations and rough concepts evolved into a structured exploration of how to model routes that intelligently combine aerial and ground delivery assets, accounting for capabilities, constraints, and user preferences. The challenge wasn’t just technical; it required rethinking how multiple transportation modes could operate as one unified system. Chien-Yi credits his colleague at the time, Hafiz Hasan, as a key partner in the ideation and patenting process. “Hafiz played a major role in shaping the idea and writing the patent,” Chien-Yi notes. “I learned a tremendous amount from working with him.”
January 9, 2026
Innovation doesn’t always start with a job description. In some cases, it starts with curiosity. For Keerthi Raghavendra, now an Associate Product Manager on Coupa’s AI & Analytics team, that curiosity turned into a passion project, and ultimately, a career-defining opportunity.
January 8, 2026
So much can happen in one year, especially in your career journey. We shine the light on four Coupanians across the globe who hit their one-year milestone. In the process, they share stories of learning, impact, and the values that unite #AllOfUs. From Bogotá to Pune to the U.S., this foursome reflects on their first year at Coupa and what it means to Shape What’s Next together. Testament to our culture, this journey sparked something unexpected. Two Bogota teammates—Lucas and José—started at Coupa as colleagues and ended their first year as close friends. Their story is a reminder that when we Build Tomorrow Together, relationships are often the greatest win. Let’s meet Lucas, Maddy, José, and Mehnaz and hear what their first year at Coupa has meant to them.
By Chris Bartolo January 6, 2026
AI Helps. People Hire. How Coupa Keeps Recruiting Human. At Coupa, transformation is part of who we are. Whether it’s using our platform to help businesses run smarter or how people build meaningful careers with us, integrity is at our core. We also understand that the job search can feel both exciting and overwhelming. Generative AI (GenAI) has emerged as a helpful tool in the job hunt, but we want candidates to know one thing clearly: every hiring decision at Coupa is made by real people. AI can support your journey. It will never replace real connection, context, or the value of your lived experience. It’s great if AI tools help you feel more prepared. What matters most is you and what you uniquely bring to an opportunity. Here are a few simple guidelines to help you understand our position on the ethical use of AI throughout your application process. Tips for Using AI in Your Application Journey Use AI as a starting point, not the final version. AI can help brainstorm résumé or cover-letter ideas, but your application should reflect your true experience and voice which is what we care about. Lean into what makes you stand apart. AI can refine words, but only you can share the real story behind your work, impact, and growth. Prep with AI, but don’t script interviews. AI-generated mock questions can help you practice, but we want your thinking, not rehearsed answers. Stay truthful. Using AI to organize your ideas is great. Using it to stretch or fabricate experience isn’t. Show us your authentic self. 
More Posts