The Mango Viewpoint (MVP)

Beyond Dashboards: The AI Product Shift in Analytics.

In this episode of Mango Viewpoint, hosts Swapneel Mahajan [https://www.linkedin.com/in/swapneelmahajan/]and Ankit Kumar [https://www.linkedin.com/in/ankit10k/] sit down with Kaushik Rana [https://www.linkedin.com/in/kaushikrana/] to unpack how AI is fundamentally reshaping the world of analytics. The conversation moves beyond traditional BI dashboards and static reporting to explore a new era of intelligent, decision-centric systems. While dashboards have long provided visibility into metrics, they often stop short of delivering reasoning, context, or actionable guidance. Kaushik explains how AI-powered analytics is changing that, transforming analytics from passive observation tools into proactive, personalized decision systems. Together, they discuss the evolution of product management in an AI-first landscape, the changing role of analysts, and why understanding user personas is now more critical than ever. Instead of waiting for queries and reports, modern analytics platforms are beginning to anticipate needs, surface predictive insights, and recommend next-best actions. The episode also tackles the real challenges behind the hype, including data quality, governance, trust, and explainability. As AI becomes more embedded in decision workflows, building reliable and transparent systems becomes essential for adoption. If you’re building data products, leading analytics teams, or navigating the intersection of AI and product strategy, this episode offers a forward-looking perspective on where analytics is headed and what it takes to stay ahead. Key Takeaways: * AI is shifting analytics from descriptive dashboards to proactive decision systems * Traditional BI tools provide visibility, but AI enables reasoning and action * Personalization is becoming central to analytics experiences * Product managers must design for user intent, not just metrics * Analysts are evolving into context providers and insight validators * Data quality, governance, and trust are foundational to AI adoption * Predictive analytics is bridging the gap between insight and execution * The convergence of analytics and operations will redefine decision-making #AIAnalytics #ProductManagement #DataProducts #BusinessIntelligence #PredictiveAnalytics #DecisionSystems #AnalyticsExperience #Personalization #ProactiveInsights #DataGovernance

Vibe Coding

Join us in the inaugural episode of "Mango Viewpoint: Product Management in the Trenches," where hosts Swapneel Mahajan and Ankit Kumar dive into the buzzworthy topic of "Vibe Coding." Discover how this emerging trend is reshaping the role of product managers, offering new efficiencies and challenges. With insights from guest Ritesh Kumar, we explore the balance between innovation and traditional practices in the evolving landscape of product management. Tune in for an engaging discussion on the future of coding and product management.

Pilot

Welcome to the Mango Viewpoint Podcast, where product management theory meets the real world. Hosted by Swapneel Mahajan and Ankit Kumar, both seasoned product managers and IIM Bangalore alumni, this podcast dives into the trenches of product management. Unlike other high-level discussions, we focus on the ground-level challenges and insights that shape the day-to-day life of a product manager. Discover why we call it the Mango Viewpoint (MVP). Hit follow or subscribe to stay updated!