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AI Product Management Frameworks in Practice. Real-world case studies for building, launching, and scaling AI products Nilesh Dhage

Książka w języku angielskim angielski
AI Product Management Frameworks in Practice. Real-world case studies for building, launching, and scaling AI products Nilesh Dhage - okladka książki

AI Product Management Frameworks in Practice. Real-world case studies for building, launching, and scaling AI products Nilesh Dhage - okladka książki

AI Product Management Frameworks in Practice. Real-world case studies for building, launching, and scaling AI products Nilesh Dhage - audiobook MP3

AI Product Management Frameworks in Practice. Real-world case studies for building, launching, and scaling AI products Nilesh Dhage - audiobook CD

Autor:
Nilesh Dhage
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Bądź pierwszym, który oceni tę książkę
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252
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Most product frameworks were built for deterministic software, where the same input reliably produces the same output. AI products break that assumption. Outputs vary, models drift, data quality determines what's possible, and user trust decides whether people return. Conventional playbooks hit the same wall every time: they weren't built for probabilistic systems.
This book closes that gap with 42 original frameworks spanning the product lifecycle. Learn to validate whether AI is the right solution, weigh value against cost, design feedback loops and metrics for probabilistic behavior, build trust and recovery paths, plan go-to-market strategy that earns confidence, and scale production without losing control of quality, cost, or drift. Frameworks including Pain-First AI-Second Discovery, the AI North Star Canvas, and the Trust-First GTM Framework turn abstract decisions into structured, repeatable actions. Case studies from Spotify, Netflix, Google NotebookLM, Notion AI, Microsoft, Duolingo, and OpenAI ChatGPT ground every framework in how leading products work.
Written by Nilesh Dhage, a Fortune 500 firm's Director of Product Management with 23 years across engineering, product, and AI product management, this book connects strategy to execution and leaves you with a reusable toolkit for sharper AI decisions.

O autorze książki

Nilesh Dhage is a product leader with more than 23 years of experience spanning engineering, product management, and AI product management. He is a Director of Product Management at a Fortune 500 financial services firm, with a background across wealth management, retirement, annuity insurance, supply chain, manufacturing, and sales and distribution. He holds a Bachelor of Engineering and an MBA in Operations Management, with certifications in Business Analysis and Generative AI. He created 42 original AI product management frameworks, built from experience scaling AI-enabled products across regulated, high-stakes environments. He writes on AI product strategy, trust-centered design, discovery, scaling and responsible product development.

Packt Publishing - inne książki

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