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Insights
Real situations, breakdowns, and experiences from how ideas play out in practice.


Understanding the Different Brains Behind AI
But today everybody talks about AI. However, "AI" does not mean only that. Now we have GenAI, AI agents, Agentic AI, etc. All these things are different from each other even if the terms are pretty close. Now I will show you the difference between all of these. Different Brains Behind AI 1. GenAI What it does: Creates new content text, images, code, and audio. Actual use case now: With GenAI, JPMorgan Chase can condense 15,000-word legal documents to 3-page briefs in just a
2 min read


Role of AI as a Strategic Advisor in Decision-Making
This article was originally published in PMimpact Magazine, published by the PMI Germany Chapter. As organizations navigate increasing complexity, artificial intelligence is evolving beyond automation and analytics into a strategic advisory capability. Rather than simply reporting on what has happened, AI can help leaders evaluate options, assess trade-offs, identify risks, and support better decision-making. In this article, I explore how AI is increasingly being used as a s
1 min read


AI Transformation's True Bottleneck Is Decision Velocity, Not Technology
Building End-to-End Data Pipelines Concept of using AI in analysis and planning Moment That Looks Like Progress — But Isn’t It is 4:47 PM on a Thursday, and the AI model completed its calculation. The results are solid: 37% savings in delivery costs within the region if three distribution centers merge and routing uses dynamic time windows. The confidence level is high. The following Monday, the insight has been shared twice already. The meeting is set for “alignment” on Wedn
4 min read


Leading AI-Driven Business Transformation
It's not about adopting AI, but about redesigning how your business learns Introduction: Everyone says they’re transforming. Almost no one is. The way corporations speak nowadays gives one the impression that we are already living in an age where AI has transformed everything around us. Every single company seems to be either “AI-first” or “AI-powered” or “AI-driven.” However, if you dig deep, you will find that hardly anything has actually happened yet. Decision-making still
4 min read


AI gave wrong output during project — what would you do?
During a project, AI started giving inconsistent results, which affected decisions. Have you faced something similar? How did you handle it?
1 min read


Exploring the Future: My Experience at India Electronics Week & SmartBHARAT 2025
From 26th to 28th February 2025 , I had the privilege of attending India Electronics Week & smartBHARAT in Bengaluru as a Special Guest . This premier event brought together industry leaders, innovators, and technology enthusiasts to discuss the latest advancements in electronics, AI, and digital transformation . A Hub of Innovation and Insight India Electronics Week has always been a melting pot of cutting-edge technologies, and this year was no exception. The event showca
2 min read
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