S Prakash

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Your AI Is Only as Good as the Data Behind It

AI is taking on a bigger role in marketing decisions. But there is a problem: many organizations are giving AI more authority before fixing the data it relies on. In a recent MarTech article, Constantine von Hoffman, Senior Editor at MarTech, highlights findings from Validity’s State of CRM Data Report 2026. The gap is hard…

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Salesforce Winter ’27: What Agentic AI Really Means for Marketing Operations

Salesforce Winter ’27 points to a bigger shift than another round of product updates. AI agents are moving from helping people with individual tasks to running complete workflows. They can now qualify pipeline, build audiences, activate campaigns, support service teams, schedule appointments and work across multiple enterprise systems. For Marketing Operations teams, that changes the…

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Why Martech Cleanup Is Becoming an AI Readiness Priority

Marketing teams have spent years adding workflows, lists, properties, reports, forms, integrations and automations to their martech stacks. The problem is that very little ever gets removed. Over time, what started as a carefully designed marketing operations environment can turn into hundreds of workflows nobody wants to touch, duplicate reports measuring slightly different things, properties…

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Marketo’s AI Shift: What It Means for Marketing Operations

For the last couple of years, most conversations about AI in marketing have revolved around content generation: writing emails, creating images, summarizing meetings or producing social posts. That is now changing. AI is beginning to move deeper into the marketing technology stack and into the day-to-day work of Marketing Operations. A recent practitioner session on…

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Your Martech Stack Should Reduce Work, Not Create More of It

Marketing teams have more technology than ever: CRM, marketing automation, intent platforms, enrichment tools, ABM platforms, analytics, AI assistants and more. Each promises greater productivity. But Marketing Operations teams should ask a more important question: how much work has the stack actually eliminated? That question is at the heart of a recent MarTech article, “Is…

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