INNOVATION

AI is not the goal — value is

New York Life | March 11, 2026

AI-driven transformation is no longer about incremental efficiency gains, but about re-architecting legacy businesses.

 A person typing on a keyboard with an AI symbol
Kristina Welke

The following article was written by Kristina Welke, Vice President of Strategy, Solutions and Marketing, New York Life Group Benefit Solutions. A version of it recently appeared in InformationWeek.

AI-driven transformation isn’t about squeezing a little more efficiency out of existing processes. It’s about rethinking how legacy businesses are built. This includes harnessing the power in people, data, and technology to support sustainable growth and long-term competitive advantage.

Today, digital transformation is no longer optional. It’s a prerequisite for relevance and longevity. Yet in insurance, modernization comes with real complexity. Deeply embedded processes, rigorous regulatory requirements, and decades-old technology platforms can make change feel risky and disruptive. But the reality is this: the risk of standing still is far greater.

True transformation doesn’t happen overnight, and it doesn’t come from chasing the latest technology trend. The organizations that succeed are the ones that invest deliberately, strengthen their foundations, and stay committed to a long-term vision, even when progress takes time. At New York Life Group Benefit Solutions (GBS), our experience has reinforced a simple belief: AI delivers real value only when it’s grounded in readiness, discipline, and purpose.

Why AI and why now

The insurance industry is at an inflection point. Customer expectations are rising, competition is intensifying, and innovation is moving faster than ever. AI shouldn’t be viewed simply as a tool for keeping pace. When approached thoughtfully, it becomes a powerful lever for growth, differentiation, and service excellence across the insurance value chain.

Our ability at Group Benefit Solutions) (GBS) to leverage AI today is the result of work that began well before AI became a boardroom priority. For more than a decade, our teams have been investing in strategic data management, modernizing applications, and building scalable computing capabilities. Those early, consistent investments created the foundation that allows us to apply AI responsibly today and to continue doing so in the future.

That foundation matters. Insurance organizations that try to layer AI onto fragile systems often struggle to move beyond experimentation. By contrast, those that modernize their data, applications, and infrastructure first are far better positioned to scale AI in ways that improve outcomes and deliver better experiences for clients, customers, and beneficiaries.

A disciplined approach to AI investment

At GBS, we evaluate AI investments with the same rigor we apply to any technology decision. Strong ROI discipline and governance are central to how we operate, reflecting our parent company, New York Life’s. values as a mutual company focused on permanence and long-term stewardship.

We believe in patience and staying the course. While experimentation has an important role, lasting value comes from taking the long view. This includes making intentional decisions, aligning closely to strategy, and resisting the temptation to chase quick wins that don’t scale. Over time, that discipline leads to more meaningful and durable returns.

Reusability is another key principle. When prioritizing AI initiatives, we focus on architecture reuse, shared capabilities, and scalable platforms. Our goal is to spend a dollar once. Doing the upfront work thoughtfully increases the potential for solutions to be reused across the organization. This approach strengthens ROI while also accelerating future innovation.

Service excellence as our north star

At the center of everything we do at GBS is a clear north star: delivering service excellence in the moments that matter. This isn’t just an aspiration, it’s how we make decisions, how we measure success, and how we evaluate the role technology should play in supporting our clients, customers, beneficiaries, and employees.

AI is an important enabler of that vision. By helping remove repetitive work and simplify how tasks get done, AI frees our teams to focus on higher-value, more strategic efforts. The impact goes beyond efficiency. It shows up in more thoughtful service, stronger relationships, and better overall outcomes.

Looking ahead to 2026, a major focus for GBS is continuing to reimagine how work gets done across the organization. That means transforming core processes to create simpler, more connected experiences with the customer firmly at the center. AI is foundational to our ability to scale, adapt, and lead with confidence as expectations continue to evolve.

Empowering people through change

Technology alone doesn’t transform organizations, people do. That’s why engagement, alignment, and upskilling are essential to unlocking AI’s full potential.

Our goal isn’t to replace human judgment, but to augment it to elevate the work our employees do every day. Leaders play a critical role in clearly defining where AI and automation can add value, and where human expertise remains essential. When that balance is clear, AI moves beyond isolated pilots and becomes a catalyst for enterprise-wide impact.

Alignment is just as important. Success depends on close collaboration between technology teams, business leaders, and internal partners across underwriting, operations, claims, service, and distribution. At GBS, we focus on building strong internal capabilities and ensuring that technology decisions stay tightly connected to business priorities, regulatory expectations, and customer needs.

Looking forward

The future of AI in legacy industries like insurance will belong to organizations that pair bold vision with disciplined execution. Those willing to reimagine their businesses while remaining grounded in strong foundations and enduring values will be those who lead. The question is no longer whether to invest in AI, but how intentionally and thoughtfully those investments are made.

There has never been a better time to assess readiness, align strategy and technology, and commit to long-term growth. AI is not the goal. Continuous improvement and delivering value in the moments that matter is.

New York Life Group Benefit Solutions products and services are provided by Life Insurance Company of North America, New York Life Group Insurance Company of NY, and New York Life Insurance and Annuity Corporation, subsidiaries of New York Life Insurance Company. Life Insurance Company of North America is not authorized in NY and does not conduct business in NY.

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New York Life Insurance Company
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Kevin_B_Maher@newyorklife.com