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.

May 6, 2025

Agentic AI Without the Baggage: Why SWIRL + MCP is the Smarter AI Search Stack

There’s a common misconception in enterprise AI:If your AI agent needs access to internal knowledge, you first need to build a vector database. It sounds logical until you actually try it. Suddenly you’re drowning in embeddings, data pipelines, security concerns, and months of effort just to get a prototype off the ground. But here’s the...

May 5, 2025

The Data Strikes Back—Search Requires More Than Force

“The first amendment, the second amendment, the third amendment, the fourth amendment, the fifth amendment…” “Stop!” “The sixth amendment, the seventh amendment, the eighth amendment…” “Alexa, stop!” “The ninth amendment, the tenth amendment, the 11th amendment, the 12th amendment…” “Alexa STOP!” “The 13th amendment, the 14th amendment…” “ALEXA STOP!” One of my kids asked me...

May 1, 2025

Agentic Search: The Foundation of Successful AI Agents

Put on a blindfold at home, and you’ll probably manage just fine—barring the occasional stray Lego. Familiarity can carry you a long way, at least until you want to cook or rearrange furniture. But blindfold yourself on a busy sidewalk, and you’re suddenly a pinball, bouncing unpredictably without scoring points (and possibly getting flattened). We...

April 30, 2025

Interface Overload—How Fragmented Search Drains Focus and Productivity

Knowledge work frequently leaves us feeling like we’ve been navigating a particularly complex train system without the benefit of a smartphone. Instead of looking for information in one place, we’re bouncing between Slack, SharePoint, email, CRM tools, databases, and countless browser tabs. Information isn’t just scattered across silos of data—it’s scattered across silos of interfaces,...

April 30, 2025

It’ll Only Take Five Minutes is Killing Search—It Doesn’t Need To

It’s no secret in the world of enterprise software that what doesn’t scale doesn’t work. When software doesn’t scale, performance degrades rapidly as usage increases. The catch is knowing when something doesn’t scale and that’s not always immediately obvious. The problem here is that individual solutions can scale but when you put enough individual solutions...

April 23, 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...

April 18, 2025

Stay AI Independent: The Freedom to Choose the Best Model for Every Task

AI is evolving at an unprecedented pace. Every few months, a new model emerges—faster, smarter, more specialized than the last. Businesses that lock themselves into a single AI provider today risk being outdated tomorrow. Yet, many AI search and analytics platforms force customers into using a specific model, often one controlled by the platform vendor....

April 18, 2025

Why Waste Time Running Through Endless Search Results? Let Your AI Do the Walking

The promise of enterprise search was simple: type a query, get what you need, and move on with your work. The reality? Endless results, duplicate documents, buried insights, and hours of sifting through data just to find a single relevant answer. Enterprise search isn’t just broken—it’s outdated. The sheer volume of unstructured data inside companies...

April 18, 2025

A Council of AI Advisors—Turning a Mixture of Experts into Your Personal AI Advisory Board

Most of us don’t have a board of advisors on call—but AI can help. SWIRL AI Search lets you build a personal council of AI advisors by managing multiple models, enhancing prompts, and retrieving contextually relevant insights without chaos.

SWIRL Blog

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

Latest Articles

Agentic AI Without the Baggage: Why SWIRL + MCP is the Smarter AI Search Stack

The Data Strikes Back—Search Requires More Than Force

Agentic Search: The Foundation of Successful AI Agents

Interface Overload—How Fragmented Search Drains Focus and Productivity

It’ll Only Take Five Minutes is Killing Search—It Doesn’t Need To

Speaking Human—Conversational Search With AI

Stay AI Independent: The Freedom to Choose the Best Model for Every Task

Why Waste Time Running Through Endless Search Results? Let Your AI Do the Walking

A Council of AI Advisors—Turning a Mixture of Experts into Your Personal AI Advisory Board

Explore SWIRL in ACTION