In the fast-paced world of artificial intelligence (AI), developers need reliable tools and dependable partners to build the future. Ducky, an AI infrastructure company founded by James O’Brien and Hongbo Tian, is on a mission to give developers unprecedented control over the AI they build, but bringing such a bold vision to life requires more than just technical brilliance. As James and Hongbo navigated the turbulent waters of the tech world, they knew they needed a financial partner that understood the unique challenges of a high-growth tech startup.
Solving AI's Core Challenges with Superior Infrastructure
To realize the true promise of AI, the world needs builders. Ducky was founded to empower those builders by addressing a core challenge in AI. Despite their capabilities, AI and Large Language Models (LLMs) lack persistent, context-aware memory, which causes common issues like hallucination, latency, inaccuracies, and excessive costs. The team’s solution was to build developer-first infrastructure focused on Retrieval-Augmented Generation (RAG), a method that provides companies with a reliable connection between the data they want to utilize, the LLMs they choose to use, and the AI features they build.
This approach allows developers to build more accurate, faster and less expensive AI and LLM-powered applications without having to go and set up complex systems themselves. Ducky’s platform, complete with a Software Development Kit (SDK) and robust application programming interface (API) access, enables teams to integrate high-quality semantic search across diverse and complex data sources, powering everything from venture capital due diligence and social media compliance to complex e-commerce search.
“Our biggest differentiator is a combination of quality and ease. RAG is complicated infrastructure to set up. Teams spend weeks and months figuring it out, and they're usually not thrilled with the outcome when they actually finish. Ducky's quality is just, if I do say so myself, really good. I think that matters when it's paired with ease. You can sign up for Ducky, put information in, hook up the API, and have a fully functioning RAG system that's managed by us in like 5-10 minutes.”James O’Brien, Co-Founder and Chief Operation Officer at Ducky
Beyond its current offerings, Ducky is building new functionality to serve as a persistent memory layer for a company’s internal data, giving developers unprecedented control over an LLM’s context window. By allowing developers to feed an LLM with massive amounts of relevant information—such as relevant customer testimonials found within thousands of respondent surveys like a full legal document or a year’s worth of financial reports—the model can perform more nuanced analysis and improve its reasoning, leading to more accurate and coherent outputs. Contrary to popular belief, LLMs are capable of generating higher quality outputs when given smaller quantities of well-curated context, as opposed to jamming a context window full with anything and everything.
This focus on providing foundational infrastructure for their customers mirrors Ducky’s own needs as a startup. To build at the speed of innovation, they required a financial partner that could provide an equally reliable infrastructure for banking, freeing them to solve challenges for their own customers instead of solving for the operational complexities of a growing business.
Finding a True Banking Partner Amidst Market Chaos
Before a company can build the future, it first has to survive the present. Ducky’s origin story is a testament to that truth, beginning not in a quiet garage, but in the heart of a financial storm. The company was born directly in the midst of the 2023 banking crisis. As Co-founder and Chief Operating Officer, James O’Brien recalls, “The day that we were set to close our first round of capital was the day that SVB had collapsed.” This experience fundamentally shaped their approach to finance. For James, the crisis reinforced a critical lesson: the need for “an actual bank, not a neo bank or UI on top of another bank, but a real banking partner that you can call when things hit the fan and you really need help.” This firsthand lesson in market volatility drove home the point that in a crisis, the underlying structure of a financial institution matters. A chartered bank, with its direct regulatory oversight and deeper integration into the financial system, offered a level of security and accountability that a simple tech layer could not.
"From the very beginning, we thought, all right, we need to ensure that at least a part of our financial stack includes a legitimate chartered financial institution, not a neo bank on top of other financial institutions."James O’Brien, Co-Founder and Chief Operation Officer at Ducky
The need for a resilient foundation was also compounded by Ducky’s global nature. With team members spread across the world, the operational challenges of managing international payroll, reimbursements, and expenses were significant. For a lean startup, every hour spent navigating cross-border compliance or troubleshooting a delayed payment was an hour not spent building their product and serving their customers. They needed more than just a bank; they needed a financial operating system with a robust technical backbone, one that could handle the complexities of a modern, distributed workforce seamlessly in the background. The challenge was finding a partner that not only checked these boxes but also truly understood the startup journey.
Why Grasshopper Was the Clear Choice for Ducky
Sharing Ducky’s core values of technical depth and founder-focused support, Grasshopper fit the bill perfectly. The choice, for James, “was a combination of people and focus on startups.” He explains, “Y’all really have an onus on working with emerging technologies and companies because you believe that they can be the next best thing, and you want to start building those partnerships early while growing together.”
That sense of partnership was reinforced by pre-existing trust. “I’ve known a lot of the team since the Radius days,” James notes, “I built good partnerships and trust with the team back then, so when the time came for us to choose a financial institution, it was a total no-brainer for me.” In the wake of a crisis that eroded confidence in the financial system, this kind of history was invaluable. The decision wasn’t just about trusting a brand, but a proven track record of reliability with people James already knew they could count on.
Beyond the relationship, Grasshopper’s product suite delivered immediate, tangible value. The seamless digital onboarding process meant Ducky could get up and running in minutes, not days, allowing them to focus on their own product from the very start. The powerful, centralized dashboard offered a clear, consolidated view of the company’s finances, replacing the potential chaos of spreadsheets with streamlined clarity.
And critically for their global workforce, Grasshopper’s robust technical infrastructure provided the solution for managing compliant, hassle-free international payments and reimbursements. This was exactly the “deeply technical relationship” James knew they needed to operate a modern, distributed company. Smart, founder-friendly features, like an interest-bearing checking account, further demonstrated a deep understanding of what startups need. It was this combination of a human-centric relationship built on trust and a powerful, modern platform built for performance that gave Ducky the ideal financial foundation to build upon.
Freedom to Build the Future
For any founder, the most precious resource is time. Every moment spent wrestling with operational friction is a moment not spent on the product, the customer, or the vision. Partnering with Grasshopper immediately removed that friction, replacing the financial anxiety born from the banking crisis with operational clarity. For James, it was more than just a convenience; it was a turning point.
"It's a huge timesaver, and it's also just a big weight off my mind to know that I have a sturdy institution at our back."James O’Brien, Co-Founder and Chief Operation Officer at Ducky
This newfound peace of mind translated directly into execution speed. By consolidating their financial operations into a single, streamlined platform, Ducky had a “one-stop shop” that gave them a real-time, holistic view of their business health. This clarity allowed the team to stop wasting precious hours on the operational complexities of a growing, global startup and pour all their energy into what mattered most: honing their craft, serving customers, and delivering a world-class product.
The results speak for themselves. When the opportunity came to pivot and grow, Ducky was ready. With a scalable financial infrastructure already in place, the company confidently supported a tripling of its user base, secure in the knowledge that their banking partner was an enabler of their growth, not a bottleneck. Ultimately, the impact wasn’t just on the balance sheet; it was on the team’s ability to build. Grasshopper provided the reliability and frictionless foundation that allowed Ducky to stop worrying about the present and focus entirely on building the future.
