{"id":38232,"date":"2026-05-14T00:43:33","date_gmt":"2026-05-14T00:43:33","guid":{"rendered":"https:\/\/www.europesays.com\/ai\/38232\/"},"modified":"2026-05-14T00:43:33","modified_gmt":"2026-05-14T00:43:33","slug":"why-ai-is-an-operating-model-shift-not-a-technology-upgrade","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ai\/38232\/","title":{"rendered":"Why AI is an operating model shift\u2014Not a technology upgrade"},"content":{"rendered":"

Artificial intelligence isn\u2019t arriving gently in financial services. It\u2019s colliding with an industry defined by scale, trust, and real\u2011time decision\u2011making, where speed, security, and reliability are non\u2011negotiable.<\/p>\n

For Fiserv<\/a>, that reality is existential.<\/p>\n

The company quietly powers much of the world\u2019s financial infrastructure, touching virtually every U.S. household, supporting thousands of banks and millions of merchants globally, and processing transactions at massive velocity. At that scale, AI isn\u2019t an experiment. It\u2019s an operating model shift.<\/p>\n

During Microsoft\u2019s AI Tour in New York, Tom Mikluch, Head of AI and Technology Strategy at Fiserv, shared how the company is embedding AI across its workforce, platforms, and products, redefining how financial services organizations operate in an AI\u2011first era.<\/p>\n

When scale makes AI unavoidable<\/p>\n

Fiserv\u2019s footprint creates a unique mandate. With enormous transaction volume and deeply sensitive financial data flowing through its platforms, every decision carries weight.<\/p>\n

That scale is precisely why AI became unavoidable.<\/p>\n

Rather than treating AI as a discrete deployment, Fiserv views it as a force multiplier, one that can drive operational efficiency and unlock new products and services for clients. The opportunity isn\u2019t just to move faster internally, but to translate those gains into better outcomes for banks, merchants, and consumers.<\/p>\n

\u201cWe view AI as an operating model shift. It\u2019s not a deployment of software.\u201d
\u2014 Tom Mikluch, Head of AI and Technology Strategy, Fiserv<\/p>\n

Embedding AI where work actually happens<\/p>\n

A defining principle in Fiserv\u2019s approach is where AI shows up.<\/p>\n

AI tools are most powerful when they\u2019re embedded directly into the experiences employees already use\u2014not introduced as standalone systems people have to find, learn, and justify.<\/p>\n

That philosophy shaped Fiserv\u2019s progression from Azure\u2011based modernization to broad adoption of Microsoft 365 Copilot<\/a>, bringing AI into everyday workflows across the organization. From drafting materials to synthesizing information and accelerating decision\u2011making, AI became part of the flow of work\u2014not a side channel.<\/p>\n

As adoption matured, Fiserv began extending beyond insight into action\u2014exploring agentic AI to orchestrate workflows that previously required heavy manual effort across multiple systems, while keeping humans firmly in the loop.<\/p>\n

Agents that augment human ambition<\/p>\n

Fiserv\u2019s interest in AI agents isn\u2019t about removing people from the loop. It\u2019s about expanding what people can do.<\/p>\n

Agents are being explored to streamline complex, cross\u2011platform processes\u2014such as dispute resolution\u2014where data lives in many systems and speed matters. By handling orchestration and retrieval, agents free employees to focus on judgment, exceptions, and innovation.<\/p>\n

\u201cAgents are a way to augment human ambition\u2014not replace humans.\u201d
\u2014 Tom Mikluch<\/p>\n

This human\u2011in\u2011the\u2011loop mindset is especially critical in financial services, where edge cases, fraud signals, and customer trust demand oversight and accountability.<\/p>\n

Turning internal capability into customer value<\/p>\n

Fiserv sits at the intersection of banking and commerce\u2014and its clients expect the company to be an innovation engine.<\/p>\n

That\u2019s why internal AI breakthroughs don\u2019t stay internal.<\/p>\n

Capabilities developed to improve developer productivity, accelerate service and support, or streamline operations are deliberately shaped into client\u2011facing solutions. AI is helping contain support inquiries through self\u2011service, improving response times, and accelerating product development cycles\u2014reducing the distance between idea and execution.<\/p>\n

As Mikluch explains, clients increasingly want to understand not just what AI can do, but how Fiserv is using it responsibly to run its own operations better\u2014and what that means for them.<\/p>\n

Responsible AI at financial\u2011grade scale<\/p>\n

With enormous reach comes enormous responsibility.<\/p>\n

Data privacy, security, and governance are foundational to Fiserv\u2019s AI strategy. The company applies the same rigor to AI systems as it does to any production\u2011grade financial platform\u2014ensuring strict access controls, auditability, and safeguards against bias.<\/p>\n

This disciplined approach allows Fiserv to move forward with confidence, even as AI capabilities evolve rapidly.<\/p>\n

From productivity to creativity<\/p>\n

One of the most telling signals of success, according to Mikluch, isn\u2019t just efficiency metrics\u2014it\u2019s how people feel.<\/p>\n

As AI tools eliminate busywork, employees gain time for more creative, strategic, and innovative thinking. AI becomes a partner for exploration\u2014helping surface blind spots, test ideas, and accelerate learning.<\/p>\n

\u201cThese tools free people up from busy work so they can do more creative and innovative work.\u201d
\u2014 Tom Mikluch<\/p>\n

The future: agentic commerce and closed\u2011loop experiences<\/p>\n

Looking ahead, Fiserv sees AI reshaping not just operations, but commerce itself.<\/p>\n

As consumers increasingly use conversational AI to discover products, the next evolution is clear: closing the loop from discovery to intent to transaction. Fiserv is investing in agentic commerce to enable seamless, AI\u2011driven purchasing experiences, reimagining how payments and financial services intersect with everyday decision\u2011making.<\/p>\n

An operating model for the AI era<\/p>\n

Fiserv\u2019s story underscores a larger truth for enterprise leaders:<\/p>\n

AI transformation isn\u2019t about adopting tools. It\u2019s about rethinking how work gets done\u2014at scale, with trust, and with people at the center.<\/p>\n

Fiserv\u2019s approach reflects what it takes to operate on the AI frontier\u2014where intelligence is embedded into everyday workflows, agents augment human judgment, and trust is designed into the system from the start.<\/p>\n

By embedding AI into daily workflows, exploring agents to orchestrate complexity, and holding itself to the highest standards of responsibility, Fiserv is defining what AI\u2011first leadership looks like in financial services.<\/p>\n

Explore more real\u2011world AI leadership stories<\/p>\n

This thought\u2011leadership piece is part of Microsoft in Business coverage from AI Tour New York, highlighting how leaders like Tom Mikluch are translating AI strategy into real\u2011world execution at scale. <\/p>\n

Explore more conversations:<\/p>\n

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