Naras Eechambadi

The Intent-Net: Redefining Connectivity in the year of #GenAI (2025) At Subex, we’re championing a bold vision for the future of mobile networks—the Intent-Net. This is more than a technological shift; it’s a complete reimagination of what mobiles and networks can do for us in the era of AI agents and hyper-personalization. Imagine networks that understand and act on your intent: - AI agents autonomously orchestrating your requests, whether it's planning a family vacation or allocating network resources for critical operations. - Hyper-personalized experiences powered by GenAI recommendations, transforming mobile interactions into seamless outcomes. - Telcos evolving from utilities to Intent-Nets, unlocking new opportunities in #5G, enterprise use cases, and even combating emerging threats like device fraud and subscription fraud. This transformation demands a new mindset—where Telco's assets and workflows are AI entities, optimizing performance, understanding user patterns, and enhancing customer experiences like never before. At Subex, we believe the Intent-Net isn’t just the future—it’s the path we’re building today. Are we ready to embrace this revolution? Read my article on The Fast Mode #intentnet #aiagents #innovation #future #trends

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My perspective on value-driven scalable generative AI programs to gain a multi-year competitive advantage for BioPharma. Cognizant Bryan Hill Archana Ramanakumar Gaurav Marya Rohit Alimchandani Gagan Syal Josh Voluck Vivek Gupta Kumar Ramananda Yatin Patki Vinamra (Vin) Singhania Ritesh Ranjan Manish Sakhuja Darpan Ahuja

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BIAS in AI ✅ BUSINESS of AI ✅ CX and AI ✅ Dean Newlund and I covered it all in this rollercoaster ride of a discussion on his Leadovation podcast 😃 Check it out on Spotify and Apple Podcasts: https://lnkd.in/efD6w8kh https://lnkd.in/er22Z-my #AIgetit #AIfirst #AI #GenerativeAI

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This MediaVillage.org article by Bill Harvey highlights the value in using search as a leading sales indicator and key data source in forecasting business impact. This is something I’ve been championing for the past two decades. Nearly 20 years ago, we started developing statistical correlations to demonstrate the immediate impact TV had on brand interest and to create a diagnostic tool for understanding deviations from normative benchmarks. This helped many clients understand how media was interconnected and why having a search strategy – something that was novel at the time – was critical to brand growth. These analytics proved particularly insightful during a pitch for a major distilled spirits’ company. Our analysis revealed a significant variance in the correlation between TV and branded searches during the period reviewed (R = -0.24) versus the prior two years (R = 0.40). We dug into this further and discovered the brand had recently launched a new ad campaign, the only notable change in the brand's marketing activity. Our conclusion: The brand had lost its mojo. The new campaign was not resonating with audiences as well as past campaigns, which in turn, led to depressed consumer interest and ultimately, sales. The client's response? "You identified in a couple weeks what has taken us months to figure out." Today, leveraging search data has never been easier. I’ve seen first-hand how brands and agencies are incorporating this into their measurement and optimization solutions, many doing so with AI, to fuel insights and maximize media investment return. https://lnkd.in/ebQJf4zG EDO Nielsen DISQO #mediaeffectiveness #measurement #leadingsalesindicator #searchinterest

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The numbers are clear: While 71% of organizations see AI reshaping marketing roles, it's not about replacement—it's about transformation. From auto to biotech, leading brands are leveraging generative AI to: • Craft hyper-personalized campaigns • Predict consumer behavior with unprecedented accuracy • Accelerate content creation and delivery • Drive innovative engagement strategies The future belongs to marketers who embrace AI not as a tool, but as a strategic partner in building authentic customer connections. Are you ready to be part of this evolution? #AI #DigitalMarketing #MarTech #Innovation #FutureOfWork

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At EvoluteIQ we had launched our EIQ 6.0 in August 2023 with #GenAI as the core fabric of the new version. With the enhanced EIQ 6.2 we have Industry leading feature sets that our clients are leveraging to accelerate their #AI led #automation adoption. It was exciting to share my thoughts on the impact Intelligent Business Automation is having on multiple industries. We are at a very interesting time in the history of technology with #ArtificialIntelligence becoming mainstream in transforming businesses globally. EvoluteIQ

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This has some great insights on the future of AI and analytics WisdomAI Co-Founder and CPO Kapil Chhabra sits down with Visa analytics leader Nitin Gupta for Data Innovators interview #2: my favourite part was learning about new technologies: - Automated Machine Learning (AutoML) - Explainable AI (XAI) - Federated Learning - Quantum Computing and Edge Computing And more. If you want to geek out a bit and look into the future of data and AI, this is a great read! https://lnkd.in/duYC2HNh #DataInnovators #WisdomAI

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💡 AI Adoption at data.world: Aligning with Industry Trends and Leading in Experimentation 💡 As generative AI gains momentum, enterprises are navigating its integration with a mix of excitement and caution. At data.world, we’re thrilled to see our approach aligning closely with key industry trends—and in some areas, leading the way. From robust training programs and active experimentation to meaningful adoption metrics, we’re fostering a culture that doesn’t just keep up with AI advancements but drives them. 📈 In a recent report by AI at Wharton and the GBK Collective ( https://t.co/LEPWQ69uoY), our own journey mirrors the broader trends they highlight, with data showing our teams are actively embracing AI tools like ChatGPT at levels well above industry averages. Curious about how we’re achieving this? Read on to see how data.world is setting the standard in responsible, innovative AI integration. #AI #GenerativeAI #Innovation #dataworld #AIAdoption #FutureOfWork https://lnkd.in/gWdVu_ZH

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Generative artificial intelligence (genAI) has burst onto the scene, contributing to a bump in stock prices of big tech companies and raising hopes for a transformation of the economy, a new era of faster growth, and, perhaps, rising incomes. At the same time, it has raised concerns about widespread job losses, while some see the new technology as largely hype. In this explainer, we will look at what we know about the prospects of artificial intelligence (AI) for the workforce, businesses, and the overall economy. Could this technology power future growth through improved productivity?

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Yann LeCun's critique of generative AI and advocacy for Objective-Driven AI is an interesting perspective from one of the great pioneers in the space. LeCun's critique underscores the limitations of current AI models, prompting a reevaluation of the direction of AI development. However, while he notes that models lack true intelligence and are subject to hallucinations, hallucination is what provides these models "creativity" that can be leveraged in other ways. #AI

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While LLMs have revolutionized how we interact with AI, their application goes beyond simple conversation. They are being used to enhance customer service, automate content generation, and efficiently provide insights from large datasets. The key to leveraging LLMs effectively lies in understanding their limitations—such as the need for human oversight to prevent inaccuracies—and combining them with other solutions. #LLM #AI #Automation #BusinessTransformation #Innovation

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What a great post from Brett, our CEO and Co-Founder, about the transformative power of GenAI in the workplace. 🚀 In my view, GenAI brings multiple points of joy to employees: - Enhanced Efficiency: The joy of doing their jobs better and faster. ⚡ - Easier Learning: The joy of learning more easily. 📚 - Creative Expression: The joy of getting more of their ideas out into the world and making an impact. 💡 Many employees struggle with motivation due to monotonous tasks and feeling like just a cog in the wheel. 🛠️ AI addresses these challenges by automating the drudgery and enabling ideas to come to life more easily. 🌟 AI is presenting opportunities to improve work life. When people experience joy at work more often, they are more likely to be engaged, impactful, and loyal. ❤️ However, as Brett mentioned, companies must create the right culture for this transformation. 🌱 Helping employees demystify GenAI and truly understand how to use this powerful tool is essential to unlocking potential and ultimately bringing more joy into the workplace. 🤖 For more of my thoughts on this topic, check out my latest blog post here: https://lnkd.in/geHx3vFy, where I combine Brett's insights with my own ideas mentioned in this video. 🎥 Let's embrace the future with AI and make work a place of joy and innovation! 🌐✨ #AI #GenAI #WorkplaceTransformation #EmployeeEngagement #Innovation

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🤖 Ever wondered how ChatGPT actually works? MIT Sloan School of Management's offers a non-technical primer by Rama Ramakrishnan on the evolution and mechanics of this groundbreaking AI. Key insights: - The 'predict the next word' foundation - Role of massive datasets and neural networks - Unexpected capabilities and challenges faced - Journey from GPT-3 to ChatGPT Whether you're an AI enthusiast or just curious, this video demystifies the magic behind conversational AI. Check it out and share your thoughts! #AI #ChatGPT #MachineLearning #TechEducation https://lnkd.in/gqFi9B56

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Ray Pettit: New Models for AI Literacy? raymond pettit is the Chief Data and Analytics Officer at Valhalla AI Solutions. Prior to that, he held senior leadership roles at the Advertising Research Foundation, at the Institute for Experiential AI, and at comScore. In this episode, Ray discusses challenges associates with promoting meaningful AI literacy in business, starting with fundamental questions, like what is “AI literacy” exactly? (Is it merely the ability to use AI tools, or is a deeper understanding of the science behind those tools required?) He also discusses the reverse problem, where recent graduates from AI/ML programs lack sufficient domain knowledge to be full partners with key leaders at the companies that hire them. The end result is that many companies struggle to have meaningful dialog between their domain experts and their experts in AI and ML. On a more optimistic note, Ray describes a variety of initiatives in Canada, Germany and in select states in the US, that show promise for deepening the domain understanding of data scientists, while also empowering domain experts with a better understanding of data science. Video version on YouTube https://lnkd.in/g6iPBwQr Audio Podcast on Spotify at https://spoti.fi/3XIf1te Audio Podcast on Apple at https://apple.co/48cS6eB

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Here’s a recap of this year’s Snowflake #DataCloudSummit ❄️ in 60 seconds: https://lnkd.in/e5ZUEWnq

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Great 30-minute video from a dozen retail experts (incl me) talking about the impact of #AI on #retail #marketing. Here are my top insightful takeaways: - Microsoft's Sedhu Krishnamurthy talking about new opportunities to process large scale data and #NLP to understand shifting customer and market needs. FYI checkout Stan Sthanunathan's i-Genie.ai for next level CPG Consumer Insights. - Joyce Gordon of Amperity talking about how AI provides opportunities for challengers to be more competitive, opening up capabilities that previously could only be subsidized by large scale players. - Kathie Johnson of Sitecore talking about #GenAI removing the "soul-draining" tasks that take away from ideation and creativity - Melissa Minkow of CI&T about how #AI can help marketers navigate conflicting research data and presentations into coherent visions - Hayan Ortega of @Microsoft on AI's role changing focus from sales enablement to buyer empowerment and truly scalable 1:1 hyperpersonalized shopper journeys - Me talking about how AI changes the ROI economics of data platform investments, the ability to process even larger scales of internal and external data, accelerating the already increased #CMO focus on data. - Michael Klein on new intelligences that can fulfill the holy grail of multi-touch attribution in an increasingly distributed touchpoint world, and me chiming in on the exponential increase in data complexity we can now process and pattern match. - Christine Russo on how CMO's become a chief deployment officer, thinking about balancing quick wins with longer term infrastructure - Greg Buzek of IHL Group on the crucial differences in AI adoption strategies depending on whether you are a big or small company. Enjoy all the great insights from RETHINK Retail! https://lnkd.in/ebGvvXxY

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🚨 That industry you’re targeting is using generative AI.🚨 The latest McKinsey data shows that no matter the sector—from Energy and Materials to Consumer Goods—industries are integrating generative AI into their workflows more than ever before. Even 60% of folks working in sectors like Energy are even reporting regularly using Gen AI! So, here's the question: 🙋‍♀️ Are you? 🙋 If your competitors and customers are already harnessing the power of generative AI, can you afford to be left behind? It’s time to jump in and start leveraging AI to drive innovation, efficiency, and growth in your own business. #AIAdoption #GenerativeAI #DigitalTransformation #Innovation

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