Category: Category 2
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The power of Generative AI hinges on one thing: context. A Large Language Model (LLM) is powerful but inherently generic.1 When deployed in an enterprise environment, its biggest failure point is a lack of secure, verifiable, and proprietary context. Without it, the model defaults to guesswork, leading to “hallucinations,” irrelevant outputs, and a complete breakdown…
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A Parua LLC Initiative: Integrating proprietary AI, Model Context Protocol (MCP), and 20+ years of IT discipline to transform business operations. In 2025, the question for enterprises is no longer, Should we adopt AI? but How fast can we integrate AI effectively? The current technological acceleration is creating a widening chasm between companies that have…