Why Agentic AI Breaks the Workflow Model—and What That Means for ROI

Agentic AI isn’t about automating tasks—it’s about removing the need for workflows altogether. Enterprise workflows were built to manage complexity. When objectives couldn’t be handled by one person or system, organizations broke them down into linear sequences of tasks assigned to different roles. This structure made sense when coordination was manual and context had to … Read more

AI ROI Is Broken: Why Task Automation Misses the Bigger Payoff

Most enterprise AI strategies are stuck optimizing tasks—while competitors are eliminating entire workflows. AI investments are accelerating across industries, but the returns are uneven. Many enterprises are still asking: “Which tasks should we automate?” That question made sense five years ago. Today, it’s the wrong starting point. The real payoff from AI isn’t in speeding … Read more

Agentic AI Isn’t Just Automation—It’s a New Coordination Layer

Agentic AI transforms enterprise workflows from task-based efficiency to end-to-end coordination that compounds ROI. Enterprise leaders are under pressure to show real returns from AI investments. But the gap between automation and coordination is widening—and quietly reshaping competitive dynamics. Agentic AI is no longer just about saving time or reducing headcount. It’s about rethinking how … Read more

From Mainframes to Models: What Past Tech Transitions Teach Us About Generative AI

Enterprises that mastered cloud, ERP, and mobile transformations can apply those lessons to generative AI adoption. Generative AI is not the first wave of technology to challenge enterprise norms. It won’t be the last. But it is different—more fluid, less predictable, and deeply intertwined with how people work, decide, and create. The stakes are high, … Read more

From Mainframes to AI Agents: What Past Tech Shifts Teach Us About AI Deployment

Enterprises that mastered cloud, mobile, and ERP transitions can apply those lessons to agentic AI rollouts today. The shift to agentic AI—autonomous systems that act, decide, and learn—is not the first time enterprise leaders have faced a technology wave that rewrites how work gets done. From mainframes to client-server, ERP to cloud, mobile to machine … Read more

Generative AI Is Live—Now What’s the ROI?

How enterprise IT leaders can measure real returns from generative AI investments across workflows, teams, and platforms. Generative AI has moved past the pilot phase. It’s embedded in workflows, powering copilots, automating documentation, and surfacing insights across departments. But the question that matters now isn’t “what can it do?”—it’s “what is it worth?” Enterprise leaders … Read more

AI Agents Are Not Plug-and-Play: Why They Require the Same Investment as Your Top Talent

AI agents need onboarding, training, and feedback—just like employees. Treating them as tools limits ROI and scale. Enterprise leaders are under pressure to show results from AI investments. But many are discovering that deploying AI agents is not a one-click solution. These systems—whether embedded in service desks, procurement workflows, or engineering support—don’t deliver full value … Read more

How AI Agents Work: What Enterprise Leaders Need to Know Now

Understand how AI agents deliver real ROI by automating decisions, reducing waste, and scaling enterprise intelligence. Enterprise leaders are under pressure to extract measurable value from AI—not just experiments, but systems that reduce cost, improve speed, and drive better decisions. AI agents are emerging as a practical way to do this. They’re not just chatbots … Read more

How to Start Your Agentic AI Journey Without Getting Stuck in Complexity

Enterprise leaders can unlock real ROI from agentic AI by starting small, solving real problems, and building momentum with clarity. The pressure to “do something with AI” is everywhere. Boards are asking. Vendors are pitching. Competitors are experimenting. But for many enterprise leaders, the idea of agentic AI—systems that can act autonomously across workflows—feels more … Read more

Why Cloud Platforms Still Fall Short on Innovation ROI—and What to Do About It

Many enterprises struggle to turn cloud investments into real innovation. Here’s how to fix the disconnect. Cloud platforms were sold as the backbone of modern innovation. Elastic compute, global reach, and endless services promised faster delivery, smarter products, and lower costs. Yet for many enterprises, the return on innovation remains elusive. The infrastructure is there, … Read more