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Scaling breakthroughs: An executive guide to action

International executive team having board meeting discussing project results.

AI isn’t the story anymore—what you do with it is


Starting with “The conversation around AI has evolved” would be like trying to hook you with “Water is wet.” Already, your eyes are probably scanning this page, tallying how many times “AI” appears.

But here’s the thing—AI isn’t really the point.

“Today, AI is assumed,” says Michelle Page-Rivera, PhD, managing director at Slalom. A year ago, organizations were focused on its disruptive potential—evaluating ROI, building business cases, and convincing leadership to take action. Now, AI adoption is no longer a question of if but how.

“Every company is going to go through this transformation,“ says Page-Rivera. “And now we’re getting to the nuts and bolts: How do you re-architect an organization where AI is foundational to how you operate?“ 

The focus has shifted from frontline automation to enterprise-wide reinvention. In our recent conversations with 300+ executives, 68% of those surveyed told us that their 2025 focus is to either become a data- and AI-driven enterprise or create an adaptive organization that accelerates change. 

AI conversations may begin with technology, but they inevitably center on people. Executive roles like chief marketing officer (CMO), chief experience officer (CXO), and chief operating officer (COO) are being redefined, forcing leaders to adapt to new AI-driven responsibilities. Even technical leaders must grapple with the human impact: When AI agents augment or replace human analysts, what happens next? Are employees retooled or reassigned? And how do businesses manage AI-generated outputs while maintaining quality, oversight, and trust?


Every company is going to go through this transformation. And now we’re getting to the nuts and bolts: How do you re-architect an organization where AI is foundational to how you operate?

Michelle Page-Rivera, PhD

Slalom Managing Director


Executives feel a growing urgency to move quickly on AI, fearing they’re falling behind. Yet, as Slalom’s AI research report highlights, most organizations are still in the early stages. The key is to start small, move fast, and scale AI initiatives for maximum impact. With over a year of real-world AI experimentation across industries, companies now have examples—successes and stumbles—to learn from. Those who get it right understand that AI transformation isn’t just about deploying new tools—it requires rethinking organizational structures, workflows, skills, and cultural impact to avoid inefficiencies, disengaged employees, and disrupted customer experiences. Indeed, 69% of executives we spoke with are either actively executing or building a strategy to upskill and reskill. The key is keeping AI grounded in measurable value—focusing on where it drives meaningful outcomes rather than applying it as a catch-all solution. In the words of one senior executive: “Our success is not measured by technology but by the value we create.”

Today marks a subtle but fundamental shift: AI is no longer the headline—it’s the quiet force reshaping how businesses operate. 

“AI is no longer an opt-in proposition,” says Page-Rivera. “It’s now embedded into nearly every productivity tool that employees regularly access.” The companies that thrive won’t just react to AI—they’ll harness it to reimagine work, roles, and long-term strategy, using this inevitable shift to build stronger, highly efficient, and more resilient businesses.


Our success is not measured by technology but by the value we create.

—Session participant

Grandfather and granddaughter Chicago Cubs fans.


Key takeaways

Proactive strategies for functional leaders to shift from reacting to AI to driving transformation, measurable impact, and scale.




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