How Banks Make Transformation Decisions in the Age of AI and Legacy Complexity

from FintechOS Evolv · host FintechOS

In this episode, we explore how banks are making transformation decisions in an environment shaped by AI acceleration, legacy complexity, and constrained investment capacity. Dr. Leda Glyptis, fintech executive, and Board Chair at Bourn, joins Mark Dearman, Director of Industry Banking Solutions at FintechOS, and Joshua White, Senior Sales Director at FintechOS, to discuss how financial institutions are moving from transformation ambition to practical execution across product operations and modernization programs. Drawing on experience across banking leadership and large-scale transformation initiatives, Leda shares a candid perspective on how decision-making inside financial institutions is evolving. The conversation explores why transformation is as much about operating models as technology, how leadership mindset shifts are accelerating modernization momentum, and why many institutions are focusing on simplifying fragmented product, data, and workflow estates to make AI operational in regulated environments. Key learnings and takeaways: • Why transformation decisions are increasingly shaped by legacy complexity and investment constraints • How leadership mindset shifts are influencing modernization strategy across banks • Why digitization alone does not deliver measurable transformation outcomes • What practical, governed AI adoption looks like inside product and decision workflows • Why modernization above the core is becoming a preferred execution approach Whether you’re a banking executive shaping digital strategy, a product leader improving origination journeys, or a transformation lead modernizing complex estates, this episode offers practical insight into how institutions can reduce the cost of change and make AI operational across financial product workflows. At FintechOS, we focus on Unified AI-powered Product Operations across the financial product lifecycle. With FintechOS 8, banks can embed governed AI into product operations to move faster, simplify complexity, and deliver better outcomes without changing the core. #FintechOSEvolv #FintechOS8 #BankingTransformation #AIinBanking #DigitalBanking #FinancialServices

What this episode covers

In this episode, we explore how banks are making transformation decisions in an environment shaped by AI acceleration, legacy complexity, and constrained investment capacity. Dr. Leda Glyptis, fintech executive, and Board Chair at Bourn, joins Mark Dearman, Director of Industry Banking Solutions at FintechOS, and Joshua White, Senior Sales Director at FintechOS, to discuss how financial institutions are moving from transformation ambition to practical execution across product operations and modernization programs. Drawing on experience across banking leadership and large-scale transformation initiatives, Leda shares a candid perspective on how decision-making inside financial institutions is evolving. The conversation explores why transformation is as much about operating models as technology, how leadership mindset shifts are accelerating modernization momentum, and why many institutions are focusing on simplifying fragmented product, data, and workflow estates to make AI operational in regulated environments. Key learnings and takeaways: • Why transformation decisions are increasingly shaped by legacy complexity and investment constraints• How leadership mindset shifts are influencing modernization strategy across banks• Why digitization alone does not deliver measurable transformation outcomes• What practical, governed AI adoption looks like inside product and decision workflows• Why modernization above the core is becoming a preferred execution approach Whether you’re a banking executive shaping digital strategy, a product leader improving origination journeys, or a transformation lead modernizing complex estates, this episode offers practical insight into how institutions can reduce the cost of change and make AI operational across financial product workflows. At FintechOS, we focus on Unified AI-powered Product Operations across the financial product lifecycle. With FintechOS 8, banks can embed governed AI into product operations to move faster, simplify complexity, and deliver better outcomes without changing the core. #FintechOSEvolv#FintechOS8#BankingTransformation#AIinBanking#DigitalBanking#FinancialServices

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How Banks Make Transformation Decisions in the Age of AI and Legacy Complexity

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This episode is 4 minutes long.

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This episode was published on April 15, 2026.

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