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Keeping an EYE ON AI: Beyond the AI Hype—Building ROI‑Driven, Data‑Led Financial Services

38 min · 5. touko 2026
jakson Keeping an EYE ON AI: Beyond the AI Hype—Building ROI‑Driven, Data‑Led Financial Services kansikuva

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Artificial intelligence is no longer a future concept in financial services—it’s here. But moving from experimentation to real, measurable impact is where many institutions still struggle. In this episode, Erin Earl, Industry Executive Advisor for Financial Services at SAP, sits down with host Sarah Grotta, Chief Fintech Officer at FinWise Bank, for a practical, no‑nonsense conversation about what it really takes to make AI work in banking. Drawing on decades of leadership experience across global banks, fintechs, and enterprise technology, Erin cuts through the hype and shares what financial institutions actually need to focus on to turn AI investments into business outcomes. Listeners will learn: * Why so many AI pilots fail—and how to avoid “pilot purgatory” by anchoring every initiative to a clear business case and ROI. * How banks of all sizes can prioritize the right AI use cases, with real examples where mid‑sized and community institutions are outperforming larger peers. * What “AI‑ready data” really means, and why data foundation—not models—is the biggest determinant of AI success. * How to structure ownership and governance for AI, balancing innovation, risk management, and regulatory expectations in a highly regulated industry. Whether you’re just beginning your AI journey or looking to scale what’s already in production, this episode delivers practical guidance for building data‑led, ROI‑driven financial services—today and for the future.

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jakson Inside the Fintech–Bank Partnership Playbook: What Works (and What Doesn’t) kansikuva

Inside the Fintech–Bank Partnership Playbook: What Works (and What Doesn’t)

In this episode of EYE ON Fintech, host Nick Chiappetti sits down with industry powerhouse Stacy Bishop—CEO and Founder of Selling Fintech and Fintech Partnership Strategist—to unpack what really drives successful (and unsuccessful) bank–fintech partnerships. Drawing from her unique perspective across both fintech founders and sponsor banks, Stacy shares candid insights on why partnerships fail, how fintechs can better prepare for sponsor bank relationships, and what it takes to build scalable, long-term programs in today’s evolving ecosystem. From ecosystem complexity to trust-building and future trends, this episode delivers practical guidance for anyone navigating embedded finance. Episode Highlights * Why partnerships fail—and how to avoid it Misaligned expectations, unclear success metrics, and unsustainable pricing are some of the fastest ways to derail fintech-bank partnerships. * Sponsor bank readiness requires realism, not hype Banks expect clear business cases, conservative forecasts, and operational transparency—not just investor-style growth projections. * Success depends on the full fintech ecosystem Beyond the bank, fintechs must navigate a complex network of processors, networks, and providers—where every player impacts program success.  * Trust and relationships still win deals Building credibility across “layers and players”—especially through real-world connections—is critical to gaining traction and navigating the space.  * The future: evolution, not replacement While more fintechs may pursue charters, embedded finance and sponsor banking models will remain essential as demand for seamless financial experiences continues to grow.

2. kesä 202652 min
jakson Keeping an EYE ON AI: Beyond the AI Hype—Building ROI‑Driven, Data‑Led Financial Services kansikuva

Keeping an EYE ON AI: Beyond the AI Hype—Building ROI‑Driven, Data‑Led Financial Services

Artificial intelligence is no longer a future concept in financial services—it’s here. But moving from experimentation to real, measurable impact is where many institutions still struggle. In this episode, Erin Earl, Industry Executive Advisor for Financial Services at SAP, sits down with host Sarah Grotta, Chief Fintech Officer at FinWise Bank, for a practical, no‑nonsense conversation about what it really takes to make AI work in banking. Drawing on decades of leadership experience across global banks, fintechs, and enterprise technology, Erin cuts through the hype and shares what financial institutions actually need to focus on to turn AI investments into business outcomes. Listeners will learn: * Why so many AI pilots fail—and how to avoid “pilot purgatory” by anchoring every initiative to a clear business case and ROI. * How banks of all sizes can prioritize the right AI use cases, with real examples where mid‑sized and community institutions are outperforming larger peers. * What “AI‑ready data” really means, and why data foundation—not models—is the biggest determinant of AI success. * How to structure ownership and governance for AI, balancing innovation, risk management, and regulatory expectations in a highly regulated industry. Whether you’re just beginning your AI journey or looking to scale what’s already in production, this episode delivers practical guidance for building data‑led, ROI‑driven financial services—today and for the future.

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EYE ON Faster Payments: What’s Driving Adoption, Use Cases, and What Comes Next

In this episode of FinWise EYE ON, host Sarah Grotta, Chief Fintech Officer at FinWise, sits down with Reed Luhtanen, Executive Director & CEO of the U.S. Faster Payments Council, for a deep-dive conversation on the rapid evolution of faster and real-time payments in the U.S. Reed brings a unique, ecosystem-wide perspective—spanning banks, fintechs, payment networks, merchants, and regulators—to unpack how the industry has moved from “why faster payments?” to “how fast can we get live?” Listeners will learn: * Why instant payments have officially passed the tipping point in the U.S. * How RTP and FedNow adoption has accelerated—and what’s driving it * The most compelling real-world use cases, from payroll and earned wage access to loan disbursements, insurance payouts, marketplaces, and healthcare * How fintechs access faster payment rails through bank partnerships * Why “receive-only” participation isn’t enough—and the ROI case for enabling send * Key fraud and risk considerations—and why real-time doesn’t mean reckless * How industry standards (confirmation of payee, transaction tags, exceptions handling) can unlock broader adoption * The role of AI, stablecoins, and tokenized deposits in the future payments landscape * Why optionality and redundancy may be a strength—not a weakness—of the U.S. payments system Whether you’re a community bank, fintech, program manager, or payments professional, this episode offers valuable insight into where faster payments are today—and where they’re headed next.

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Lending Innovation, AI, and the Future of Credit with Ed Walters from Upstart

In this podcast episode Simon Darchis, Head of Fintech Products and Strategic Initiatives at FinWise Bank, sat down with Ed Walters, VP of Lending Partnerships at Upstart, for a wide‑ranging and candid conversation on how lending is evolving—and what banks, fintechs, and investors need to understand to stay ahead. Ed and Simon unpack: * How AI is reshaping credit access—and why starting with the customer problem (not the product) matters more than ever * What it really takes to innovate responsibly in lending while balancing regulators, sponsor banks, and investors * Lessons learned from the 2022 credit cycle stress test—and how modern underwriting models are adapting to macroeconomic risk * How fintechs and sponsor banks can build durable, multi‑year partnerships in a fast‑moving, highly regulated environment * Why the future of lending is moving toward “always‑on” credit, meeting consumers at their point of need with the right product, at the right price Ed also shares practical insights on product ideation, compliance‑by‑design, model explainability, and what strong risk management looks like at scale—all grounded in real-world experience. If you’re thinking about the future of consumer lending, AI in underwriting, or how fintech–bank partnerships can evolve sustainably, this episode is for you.

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Compliance is Your Competitive Advantage in 2026 with Dana Lawrence from Themis

In our latest episode, Sarah Grotta, Deputy Chief FinTech Officer at FinWise Bank, sits down with Dana Lawrence, VP of Go‑to‑Market Strategy & Customer Relationships at Themis, to unpack one of the most important—and misunderstood—levers for success in financial services: ➡️ Compliance as a true business differentiator. If you work in fintech, banking, risk, regtech, or anywhere in the BaaS ecosystem, this conversation hits home. Here are a few of the standout insights: * Compliance is your brand. * The pendulum may swing—but responsibility doesn’t. * How to turn the ‘Department of No’ into the ‘Department of Know.’ * What’s coming in 2026 And a powerful reminder: In a hybrid world, in‑person community matters more than ever.  For innovation, for collaboration, for sanity. If you're navigating risk, underwriting new fintech models, evaluating partnership opportunities, or preparing for your 2026 compliance strategy—this is a conversation worth your time.

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