enterprise ai
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The Hidden Cause of Delay in Enterprise Software Projects: Coordination Cost and the Role of Artificial Intelligence
In enterprise software projects with many stakeholders, the biggest problem is often not technical development, but the heavy coordination process between different teams and…
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7 minutes read
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Building RAG Is Not Enough: How Can We Measure the Reliability of Generation?
My previous articles about RAG, hybrid approaches, and GraphRAG are already published. In those articles, I mostly focused on how information is retrieved, how context is built,…
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8 minutes read
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Beyond RAG: GraphRAG, Hybrid Retrieval, and the Red Threads in Company Data
In my previous article, I wrote about why classical RAG is a strong starting point for connecting company knowledge to AI systems, but why it…
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8 minutes read
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Is RAG Really Enough on Its Own?
In my previous article, I shared my research on how RAG is positioned as a layer that helps companies use information in a more up-to-date,…
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7 minutes read
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RAG for Companies: What It Is, Why It Is Used, and Where It Is Going
Large language models are powerful, but they are not enough on their own when it comes to company knowledge. Because of this, RAG is…
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8 minutes read
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Should Companies Keep AI in the Cloud or on Their Own Servers?
Before 2023, cloud infrastructure was mostly a topic for technical teams in many companies. In the framework described by Forrester, the cloud was usually…
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5 minutes read