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Balancing Innovation with Responsibility: AI in Fintech Done Right

Aug 12, 2025 8:06:12 PM

Martin featured in FINEXTRA blog banner

As financial services rush to embrace AI with investment projected to reach $97 billion by 2027, a critical question emerges: how do we harness AI's power without falling into dangerous over-reliance?

This timely topic has been expertly addressed by our SVP of Corporate Development, Martín Lewit, in his featured article on Finextra: "What Could Go Wrong When Fintech Over-Rely on AI, and How to Fix It."

Martín's piece serves as an essential reminder that innovation without proper frameworks can be dangerous. Drawing parallels to the algorithmic trading boom of the 1980s and 1990s, he highlights how speed without control led to flash crashes and market instability.

Key insights from Martín's article include:

  • The bias trap: With 40% of loan approvals now using AI analysis, the risk of automating unfairness at scale is real when models learn from incomplete or discriminatory historical data.
  • The fraud detection paradox: While AI can process enormous transaction volumes, fraudsters are using AI too, potentially leading to $40 billion in fraud losses by 2027.
    Martín advocates for human-in-the-loop designs and robust escalation frameworks, emphasizing that "AI is a pattern recognition tool, not a prophet." He outlines practical solutions like SHAP analysis, LIME models, and counterfactual analysis to build explainability and accountability into AI systems.

As regulations like the EU AI Act institutionalize these safeguards, Martín's message is clear: the future belongs to fintechs that blend innovation with the wisdom to intervene and question.

In an industry where trust is paramount, this balanced approach isn't just smart—it's essential for sustainable growth and regulatory compliance.

Read the full article on Finextra to explore Martín's comprehensive framework for responsible AI implementation.

Martin Lewit

Martin Lewit

Martin Lewit is the SVP of Nisum International and has vast experience in solving complex business challenges with innovative solutions. He interest include developing and training those who work with him and generating connections that create new and exciting opportunities, providing effective leadership, strategic vision, and a daily focus on building an innovative culture.

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Balancing Innovation with Responsibility: AI in Fintech Done Right

Aug 12, 2025 8:06:12 PM

Martin featured in FINEXTRA blog banner

As financial services rush to embrace AI with investment projected to reach $97 billion by 2027, a critical question emerges: how do we harness AI's power without falling into dangerous over-reliance?

This timely topic has been expertly addressed by our SVP of Corporate Development, Martín Lewit, in his featured article on Finextra: "What Could Go Wrong When Fintech Over-Rely on AI, and How to Fix It."

Martín's piece serves as an essential reminder that innovation without proper frameworks can be dangerous. Drawing parallels to the algorithmic trading boom of the 1980s and 1990s, he highlights how speed without control led to flash crashes and market instability.

Key insights from Martín's article include:

  • The bias trap: With 40% of loan approvals now using AI analysis, the risk of automating unfairness at scale is real when models learn from incomplete or discriminatory historical data.
  • The fraud detection paradox: While AI can process enormous transaction volumes, fraudsters are using AI too, potentially leading to $40 billion in fraud losses by 2027.
    Martín advocates for human-in-the-loop designs and robust escalation frameworks, emphasizing that "AI is a pattern recognition tool, not a prophet." He outlines practical solutions like SHAP analysis, LIME models, and counterfactual analysis to build explainability and accountability into AI systems.

As regulations like the EU AI Act institutionalize these safeguards, Martín's message is clear: the future belongs to fintechs that blend innovation with the wisdom to intervene and question.

In an industry where trust is paramount, this balanced approach isn't just smart—it's essential for sustainable growth and regulatory compliance.

Read the full article on Finextra to explore Martín's comprehensive framework for responsible AI implementation.

Martin Lewit

Martin Lewit

Martin Lewit is the SVP of Nisum International and has vast experience in solving complex business challenges with innovative solutions. He interest include developing and training those who work with him and generating connections that create new and exciting opportunities, providing effective leadership, strategic vision, and a daily focus on building an innovative culture.

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