Building AI-Powered Products: The Essential Guide to AI and GenAI Product Management by Marily Nika

Building AI-Powered Products: The Essential Guide to AI and GenAI Product Management by Marily Nika

The core thesis of Building AI-Powered Products is that traditional, deterministic software product management frameworks are completely broken when applied to artificial intelligence. In classical software development, a product manager (PM) maps out explicit "if/then" features, engineers write deterministic code, and the system behaves exactly the same way every single time. AI systems, however, are inherently probabilistic—they rely on statistical data patterns, continuously evolve based on user interactions, and occasionally output unexpected predictions. Dr. Nika argues that to survive this shift, modern product leaders must completely retrain their mental models to manage uncertainty, data dependency, and evolving model accuracy.

As our regional tech startups, software engineering agencies, and digital product labs push hard to capture global market share, local product managers and founders face a massive challenge. While any developer can quickly wire up a basic chat wrapper API, local product teams are discovering that these projects routinely fail in production because they lack a systematic, strategic framework to calculate ROI, handle model non-determinism, and measure true user value.

Language: English.

Genre: Technology Strategy.

Binding: সেলাই করা বাইন্ডিং

Quality: Premium Quality Books.

Printing: High Quality Printing.

Paper: Eye Friendly paper (Cream White)

Cover: Matt cover (Paperback).