SWIRL Blog

October 21, 2025

Collaboration Illusion: Why Your Cross-Functional Meetings Don’t Work

Every enterprise claims to be “cross-functional.” But inside the building, collaboration often feels like an illusion. Leaders talk about alignment. Teams sit through status updates. Everyone nods along. Then projects stall because the “shared” plan was never based on shared data.

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When Agents Go Rogue: How Agentic Search Keeps AI in Its Lane 

June 12, 2025

When Agents Go Rogue: How Agentic Search Keeps AI in Its Lane 

AI agents are quickly becoming a centerpiece of enterprise transformation strategies. They promise to handle routine tasks, retrieve information, make decisions, and even initiate actions autonomously. On paper, they look like the future. In reality? They often act more like cats given car keys—enthusiastic, fast-moving, and completely unaware of the chaos they can cause. It’s...

Doing Trust Falls with AI: Agent Adoption Starts Long Before You Think 

June 10, 2025

Doing Trust Falls with AI: Agent Adoption Starts Long Before You Think 

When we talk about building AI agents, most of the focus is on infrastructure: how to connect agents to the right systems, how to manage access controls, and how to ensure reliable, secure data delivery. And yes, those are critical components—after all, agents can’t do much if they don’t have access to the right information...

What’s Stopping You? Overcoming the Three Most Common Obstacles to Building AI Agents 

June 5, 2025

What’s Stopping You? Overcoming the Three Most Common Obstacles to Building AI Agents 

You’ve got the vision. The pilot runs beautifully. Everyone’s excited about automation, AI-powered productivity, and the promise of agents that can handle everything from summarizing meetings to drafting reports and answering questions. But just when it’s time to scale… progress stalls. Reality obnoxiously asserts itself. That promising AI agent project starts to fizzle, and no...

Escape the Complexity Trap—Powering Agentic Search Without the Overhead 

June 4, 2025

Escape the Complexity Trap—Powering Agentic Search Without the Overhead 

Everyone wants AI agents, whether to create multi-step automation, automatically update wikis and other information repositories, generate sales leads, or dozens of other uses. The biggest challenge, however, isn’t the AI part of the equation; rather, it’s providing the fuel: data.   Data Powers AI—If You Can Get It  More than ever, data is the fuel...

Beyond Data Centralization: Evolving Agentic Data Access 

May 29, 2025

Beyond Data Centralization: Evolving Agentic Data Access 

It’s a bit like evolution in action.  In nature, evolution favors traits that help organisms thrive. But when the environment shifts suddenly, those once-useful traits can become useless appendices. The same holds true for enterprise technology.  Every software or system you adopt solves a problem… until the environment changes. And in 2025, the environment has...

The End of Data Remodeling? How to Develop AI Agents Faster, Cheaper, and More Securely 

May 23, 2025

The End of Data Remodeling? How to Develop AI Agents Faster, Cheaper, and More Securely 

ETL and other data remodeling projects are, quite possibly, the biggest blockers of AI agent development. According to BCG, 74% of organizations struggle to achieve value from their AI initiatives, only 4% have developed truly cross-functional AI capabilities, and 29% of AI agent projects missed deadlines in 2024.  AI agents are only as good as...

Missed Insights Are Expensive. What’s In Your Data Blind Spot? 

May 23, 2025

Missed Insights Are Expensive. What’s In Your Data Blind Spot? 

Ever feel like there’s some critical piece of information that you just can’t find? That there’s something important, something that would help you make better decisions, sitting just out of sight?  Data should be a strategic advantage. It’s supposed to fuel smarter decisions, drive customer satisfaction, and reveal new revenue opportunities. But for many businesses,...

Lost in Data—Seeking, Not Finding 

May 13, 2025

Lost in Data—Seeking, Not Finding 

Hansel and Gretel had it easy. They were only lost in the woods once. And despite some awkwardness with a witch and a candy house, it ended up working out pretty well for them. Modern teams, on the other hand, may not have to worry about being eaten by a wicked witch, but they do...

Speaking Human—Conversational Search With AI  

May 9, 2025

Speaking Human—Conversational Search With AI  

It’s time to stop searching in a foreign language. Working with computers forces people to think like a computer and communicate in a language the computer understands. Although keyword-based queries are a big step up from writing code, they are awkward, often require playing “guess the keyword,” and still frequently miss the mark. They’re still...

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