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SWIRL Blog

July 4, 2025

Burn the Pipelines. Break the Tyranny. Take Back Your Data.

For far too long, your data has lived under the tyranny of outdated assumptions and ETL processes. Data warehouses, data lakes, vector databases — all with the same pitch: centralize everything. Here's the secret: it won't work the way you need it to.
July 3, 2025

What is Agentic Search?

Agents are everywhere these days. Finding them the data they need is a problem that agentic search solves. Agentic search is the capability that lets AI agents retrieve information across enterprise systems in real time.
July 1, 2025

Agentic AI Needs Agentic Search—Context, Confidence, and Control are Critical

AI agents are advancing fast — but they're still only as effective as the information they can access. And without intelligent, real-time, agentic search, most enterprise agents are limited in their capabilities.
June 24, 2025

From Query to Action: How Agentic Search Bridges the Gap Between Insight and Execution

In enterprise AI, finding the right information is no longer the end — it's just the beginning. Getting a correct answer to a question is helpful. But getting the answer and acting on it? That's where real value begins.
SWIRL Enterprise 4.2 Google Workspace Search
June 17, 2025

SWIRL Enterprise 4.2: Bringing AI Search to the Kingdom of Search

You'd be forgiven for thinking it's a little strange to bring AI-powered search to Google Workspace. After all, this is Google. The company whose name is synonymous with search. But while Google's public web search is peerless, Google Workspace is something else entirely.
June 12, 2025

When Agents Go Rogue: How Agentic Search Keeps AI Grounded

AI agents are quickly becoming a centerpiece of enterprise transformation strategies. But there's a dark side that doesn't get enough attention: agents that go rogue, hallucinate, and take actions their organizations never intended.
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. But there's another challenge lurking beneath the surface that doesn't get nearly enough attention: the human side of AI agent adoption.
Overcoming AI search objections
June 5, 2025

What's Stopping You? Overcoming the Three Most Common AI Search Objections

You've got the vision. The pilot runs beautifully. Everyone's excited about automating enterprise search with AI. And then the objections start. Security. Compliance. Data migration. These are real concerns — but they're also solvable.
Escape complexity agentic search
June 4, 2025

Escape the Complexity Trap—Powering Agentic Search Without the Overhead

Everyone wants AI agents, whether for multi-step automation, updating wikis, generating sales leads, or dozens of other uses. The biggest challenge isn't the AI part of the equation; it's providing the fuel: data.
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