Artificial Intelligence

December 4 2025

Make AI Reliable with Context Engineering Strategies and Roadmap

Reading Time: 6 minutes Gartner estimates that nearly 85% of enterprise AI initiatives fail to deliver actual business value. Despite massive investment in infrastructure, models, and talent. Beneath these failures is a recurring pattern: the issue is not model performance or data science capability, but the absence of robust context engineering. Without an accurate, governed, and domain-aware context, even …

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November 13 2025

Why 95% of AI Products Fail: Common Pitfalls Every Executive Must Avoid

Reading Time: 7 minutes Despite companies pouring $30–40 billion into generative AI, most pilot projects still fail to deliver meaningful results. According to the MIT Media Lab’s study titled, The State of AI in Business 2025, 95% of AI initiatives generate no measurable returns. This study, which analyzed over 300 public projects, conducted 52 organizational interviews, and collected 153 …

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November 10 2025

Choosing the Right Agentic AI Framework: A Strategic Guide for Enterprises

Reading Time: 5 minutes Agentic AI is no longer an R&D experiment; instead, it is becoming core enterprise infrastructure. Leaders who delay choosing the right foundation risk becoming locked into legacy systems and losing their competitive edge. Therefore, this blog serves as a strategic lens, not a feature checklist, for executives to assess their agentic AI frameworks in terms …

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October 23 2025

Multi-Agent Systems: Importance, Governance, and Implementation Roadmap

Reading Time: 6 minutes Over the past few years, multi-agent systems have transitioned from experimental research toward early production architectures in enterprise contexts. Most organizations still depend on a single LLM to perform various tasks. But leading companies are now building specialized agents that operate in coordination, each designed for specific functions like retrieval, validation, or execution. All in …

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October 20 2025

Designing HIPAA-Compliant LLMs: The Technical Blueprint for Safe Healthcare AI

Reading Time: 8 minutes Large Language Models (LLMs) in healthcare are improving patient care, decreasing workload, and enhancing operational efficiency. Yet using LLMs in this domain is not without challenges, especially when it comes to strict data and patient privacy protection regulations. Researchers often fine-tune pre-trained models such as GPT, LLaMA, or PaLM with clinical data, but these models …

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October 10 2025

LLM-Enabled Clinical Protocol Audit: Automating Quality Assurance Workflows

Reading Time: 3 minutes The Harvard Medical School study this year found that an open-source LLM performed on par with GPT-4 for diagnostically challenging cases, highlighting that large language models are advancing in their capability to reason clinically, not just recall data. However, the real question is whether these models can assist with routine documentation tasks, such as summarizing …

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October 2 2025

Differential Privacy in AI: What it is and Why it Matters?

Reading Time: 6 minutes When working with data, there are three approaches to handling privacy. The first is traditional data, which is raw and unaltered, consisting of personally identifiable information that is highly valuable for analysis but extremely vulnerable to breaches. The second one is anonymization, which reduces risk by removing or masking identifiers such as names or IDs; …

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August 28 2025

Agentic AI: The Game-Changer Transforming Business and Technology

Reading Time: 8 minutes In the AI realm, a new paradigm is swiftly emerging and redefining the way we handle and accomplish our work: Agentic AI. Imagine: It’s 2027, and you’re sipping on a latte at your favorite café. A friend enters the cafe and seems to be confused. “Nowadays, I hear a lot about ‘Agentic AI.’ But I …

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August 21 2025

How AI Transforms Legacy Application Modernization

Reading Time: 4 minutes Legacy applications are the backbone of many enterprises, but as technology advances exponentially, these aging systems can no longer keep up. AI is rewriting the rules, enabling enterprises to modernize applications with automation, predictive analytics, and intelligent optimization. This shift is helping businesses reduce technical debt, enhance performance, and future-proof their systems. In this blog, …

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March 28 2025

Integrating AR/VR with AI: Enhancing Interactivity and User Experience

Reading Time: 5 minutes Today, technologies like artificial intelligence, virtual reality and augmented reality are no longer new and complicated. These modern technologies are gradually flowing into our lives and providing us many new experiences.  Just imagine a world where you can instantly try on clothes from the comfort of your home, or where you can travel to exotic …

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