SWIRL Blog

November 20, 2025

The Confidence Economy: Don’t Be The Sorcerer’s Apprentice 

The problem is no longer lack of data. It’s no longer an inability to retrieve data. Today’s problem is knowing which data to trust.  It’s like the sorcerer’s apprentice commanded the broomstick to bring buckets of bits instead of buckets of water, but the result is much the same: data, data everywhere, with no time to stop and think. 

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Latest Articles


AI See, AI Say—Stop Your AI From Leaking Data 

March 18, 2025

AI See, AI Say—Stop Your AI From Leaking Data 

Generative AI is powerful—but without context, it can leak sensitive information. Learn how SWIRL prevents AI data leaks with Zero ETL, metasearch, and strict permission enforcement, keeping enterprise data secure and searchable.

Increase Business Agility—Accelerate Decisions with AI Search 

March 13, 2025

Increase Business Agility—Accelerate Decisions with AI Search 

Traditional search slows business down. SWIRL’s AI-powered, Zero ETL search connects to all your enterprise tools and turns unstructured data into instant insights—accelerating decisions and driving agility in a fast-paced market.

Know With Confidence: Why Confidence-Based Ranking is Essential for AI Search 

March 11, 2025

Know With Confidence: Why Confidence-Based Ranking is Essential for AI Search 

Traditional enterprise search drowns users in irrelevant results. SWIRL fixes this with confidence-based ranking—prioritizing trustworthy sources, controlling AI summaries, and ensuring you get accurate answers fast.

Unlocking Hidden Insights: Chain-of-Thought AI and Your Enterprise Data 

March 11, 2025

Unlocking Hidden Insights: Chain-of-Thought AI and Your Enterprise Data 

Chain-of-Thought AI can surface deep, actionable insights—if it’s connected to your systems securely. SWIRL delivers CoT power with zero data movement, real-time access, strict security, and easy use for business teams.

SWIRL Named One of KMWorld’s 100 Companies That Matter in 2025 

March 10, 2025

SWIRL Named One of KMWorld’s 100 Companies That Matter in 2025 

SWIRL has been named to KMWorld’s 100 Companies That Matter in 2025 for the second year in a row, recognized for redefining AI-powered enterprise search and secure knowledge management. With zero data movement, seamless integration, and deployment in minutes, SWIRL empowers organizations to access instant, relevant answers from proprietary data.

How AI is Redefining Enterprise Data Discovery in 2025

March 6, 2025

How AI is Redefining Enterprise Data Discovery in 2025

Enterprises are drowning in data but starved for insights. In 2025, SWIRL’s AI-powered data discovery connects directly to enterprise sources—delivering instant, secure answers without moving data. With real-time insights, compliance-ready security, and context-aware AI, SWIRL helps organizations act faster and smarter.

Unlocking Knowledge Without Moving or Exposing Data — The Top Five Trends in AI Search for 2025

March 4, 2025

Unlocking Knowledge Without Moving or Exposing Data — The Top Five Trends in AI Search for 2025

In 2025, AI-powered enterprise search is transforming how businesses access and use knowledge. From context-aware insights to secure real-time data access, discover the top five trends driving smarter, faster decision-making—and how SWIRL is leading the way.

Making AI Work for Your Business: SWIRL and the Rise of On-Premises Intelligence 

March 3, 2025

Making AI Work for Your Business: SWIRL and the Rise of On-Premises Intelligence 

On-premises AI is now practical for the enterprise—thanks to SWIRL. With 100+ pre-built connectors, real-time search, conversational AI, and zero data movement, SWIRL delivers secure, instant insights without complex migration projects.

Unlocking the Power of Metadata: SWIRL’s AI Profiler Turbocharges AI Search 

February 27, 2025

Unlocking the Power of Metadata: SWIRL’s AI Profiler Turbocharges AI Search 

The modern enterprise is drowning in data. Every email, document, Slack message, database entry, and meeting transcript adds to the flood of new information. Yet, when it comes time to retrieve that information, we struggle to find what we’re looking for. Traditional web search assumes that data  is optimized to be found, but what if...

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