Praveen Sebastian

Still early in my D2C learning journey. And one thing that keeps coming up again and again? Inventory forecasting. Not ads. Not creatives. Not growth hacks. Just knowing how much stock to hold… and when. So I wrote a practical breakdown: E-commerce 101: Smarter Inventory Forecasting and Demand Planning for D2C Brands While researching this, I realised how much forecasting impacts cash flow, customer experience, and even survival for D2C brands. The blog covers: • What inventory forecasting actually means • Why it’s critical for D2C brands • Common mistakes and challenges • How AI and data are changing the way brands plan demand If you're building or learning in D2C like I am, this might help. Read it here: https://lnkd.in/dKF_yMMV More ecommerce fundamentals coming as I keep exploring. ——————————————— Hi I’m Jayesh, Chief of Staff at Clevrr AI. We’re building an AI Co-founder for D2C brands to automate the most boring and repetitive tasks so that you can focus on things that actually matter. Hit me up for a quick chat, general discussion, and all things #AI and #D2C

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🚀 Building the Future of AdTech in India – GCCs as the Next Growth Engine In the last few years, Global Capability Centers (GCCs) have evolved from back-office support units to strategic powerhouses — driving innovation, data excellence, and operational scale for some of the biggest names in the world. Now, imagine the potential when you combine: 🔹 The speed & scalability of a GCC in India 🔹 The precision of Ad Operations 🔹 The innovation cycles of AdTech The result? A center that’s not just supporting global business goals but shaping them — delivering: ✅ Faster campaign turnarounds ✅ Higher revenue per ad impression ✅ Optimized tech stacks for automation & analytics ✅ Seamless alignment between sales, product, and delivery Having spent years at the intersection of advertising technology, programmatic platforms, and ad operations— I’ve seen firsthand how the right mix of talent, processes, and culture can transform a GCC into a global revenue driver. India’s talent ecosystem is ready. The question is: Who’s ready to lead this transformation? If you’re a CEO, CRO, or CTO in AdTech planning to set up or scale your GCC in India — I’d be glad to discuss how to: * Build a high-impact operational blueprint * Attract & retain top AdTech talent * Embed innovation into everyday workflows 📩 Let’s connect and make your GCC a competitive advantage. #AdTech #GCC #AdOperations #DigitalAdvertising #Programmatic #GlobalCapabilityCenter #IndiaTalent

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Two villages. Same product. Completely different buying triggers. On paper, the logic looks simple. Same category. Similar pricing. Comparable population size. So the campaign plan is duplicated, scaled, and pushed across both villages. But on the ground, outcomes diverge fast. In one village, the product moves because it aligns with aspiration, signals of progress, modernity, or status. In another, uptake depends on practical reassurance, trust, familiarity, and proof that it works within daily routines. The category hasn’t changed. The context has. This is where rural marketing often breaks down. We assume category logic drives decisions when in reality, culture, livelihood, and local exposure shape intent far more strongly. Small differences matter: 1) A village anchored around agriculture vs. one influenced by nearby highways or towns 2) Access to water, electricity, or smartphones 3) Exposure to government schemes, SHGs, schools, or migration income 4) Language nuances and community-led validation These factors quietly redefine why people buy, not just what they buy. When campaigns ignore these layers, they default to averages. And averages dilute relevance. The message becomes technically correct, but emotionally distant. High-performing rural campaigns flip the approach: They start with context, then adapt the message, frequency, and placement to fit how that village actually functions. Because in rural India, performance doesn’t come from pushing the same story harder. It comes from telling different stories to different villages, on purpose. Aroscop enables this shift through polygon-level intelligence, contextual cohorts, and village-specific activation, so strategy reflects reality, not assumptions. See how rural context changes performance Talk to our team to understand what really drives decisions across villages, not just categories. https://lnkd.in/gbAcfsdf #RuralMarketing #HyperlocalMarketing #GeospatialIntelligence #VillageLevelTargeting #ContextDrivenMarketing #RuralIndia #ProgrammaticAdvertising #AudienceRelevance #MarketingWithPrecision #Ask1 #ZeroWasteAdvertising

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