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AI’s Potential: Creating a Framework for Driving Product Innovation
AI is not just a technological advancement. It's a strategic tool that can drive product innovation and provide a competitive edge. Organizations that use a comprehensive framework for identifying and prioritizing key AI applications are more likely to supercharge innovation, deliver customer value, and align with business objectives. Through a structured and practical approach, businesses can gain a clear understanding of how to strategically identify, prioritize, and implement AI to create market leading products that offer significant customer value.
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Data Analytics, Design Thinking, Generative AI, Large Language Model, Machine Learning, Product Management
Disrupting Industries with Data Science: Machine Learning as the Key to Disruptive Innovation
Develop actionable innovation strategies by harnessing the power of advanced machine learning techniques such as RoBERTa, BART, LLM, & LDA
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Develop User Empathy and Craft Better Products: Using Machine Learning to Analyze User Feedback via Clustering & Sentiment Analysis
Ever wondered how to truly understand your users' feelings and craft products they'll love? In our latest blog, we explore the intersection of Human-Centered Design and Machine Learning. Let's dive into the intricacies of design thinking and see how tools like sentiment analysis and clustering can enhance our understanding of user feedback. Discover how sentiment analysis and clustering, can help in unlocking qualitative user feedback into deep user empathy and insights. Whether you're in product design or just curious about harnessing technology for better insights, this piece offers a thoughtful perspective on crafting user-centric solutions.
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API Centric SaaS That Customers and Developers Will Love: Strategies for Design, Adoption, and Monetization
APIs are the secret sauce to SaaS success, turbocharging product value, customer satisfaction, and revenue growth. They're the backbone of seamless integration, tailor-made customization, scalable interface expansion, and ecosystem development. With APIs, your SaaS product can offer an enriched user experience, bolstered security, and reduced development costs. In the competitive SaaS market, APIs aren't just a tool – they're the game-changer for adding value, delighting customers, and uncovering new profit avenues.
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Optimizing Product Planning – Simplifying Cloud Cost Modeling using Azure Retail Pricing API
Optimizing Product Planning and Simplifying Cloud Cost Modeling using Azure Retail Pricing API
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Launching new product like a rock star: Product Manager’s guide to major product launch
In today’s fast evolving global world there are many different industries and product types. Therefore, there is no single cookie cutter approach to launching a product. However, in this blog, I will share a framework-driven approach to help you plan and navigate product launch. I hope this framework will help you improve the product launch success rate and set a rock-solid foundation for the success of the product.
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Competitive Analysis framework for Product Managers
Product Managers need to build a deep understanding of all 4Cs (customers, company, competitors and collaborators). Reliable information on competition is a difficult to get which leads to a lot of ineffective competitive analysis. In this blog, I share a framework to approach competitive analysis which will provide actionable insights to build better products. When done well, competitive analysis can be a source of invaluable insight and contribute to your product strategy and plan.
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Product Manager’s guide to building Product OKRs and identifying KPIs
Objective and Key Results (OKRs) and Key Performance Indicators (KPIs) enable companies to develop razor focus and prioritize ruthlessly. By leveraging OKRs and KPIs you can develop products that your customers love.
