Product Development in AI Era

Product Development in the AI Era: Building Adaptive Hardware Products in the Age of AI Transformation

Artificial intelligence, agile hardware development, and a wave of sustainability regulation are converging on hardware organizations at the same time — and most are only prepared for one of the three.

Product Development in the AI Era argues that AI does not fix a broken product development process; it amplifies whatever process it is given. Applied to a slow, siloed, waterfall-style organization, AI simply produces the wrong output faster. Applied to an organization built to learn and iterate, it becomes a genuine competitive advantage. Drawing on more than two decades of hands-on hardware leadership — including the large-scale agile transformation at Nokia, iterative development at Wärtsilä, and collaboration with Joe Justice on the AI-era practices MobAI® and CadenceFree® — Maarit Laanti lays out what it actually takes for an established hardware organization to become fast, adaptive, and AI-ready.

The book is organized in four parts. Part I establishes the strategic imperative: why architecture determines how fast an organization can scale, why sustainable hardware is simply better business, and why agile is the prerequisite for surviving the AI era rather than a nice-to-have. Part II builds the operating foundations — the principles and practices that make agile hardware development work under real physical constraints, supply chains, and regulation. Part III explores Co-Intelligence, the emerging practice of humans and AI working together in product development. Part IV addresses transformation: how to move an established organization from where it is to where it needs to be.

This book is written for engineering leaders, product managers, and transformation coaches responsible for how a large, complex organization builds physical products — including the suppliers now delivering to companies like Tesla. It is not a startup playbook, and it is not a quick-fix framework. It is for organizations with something built, and therefore something to lose, and something enormous to gain.

What you'll learn:

• Why architecture — not culture — determines how fast a hardware organization can scale
• How AI amplifies, rather than replaces, an organization's existing operating model
• Why sustainable, circular hardware is a genuinely more profitable strategy, not a compliance cost
• The Agile Product Charter, and the six commitments that make agile hardware development actually work in practice
• How organizations like Tesla, SpaceX, Nokia, and GM have already put these ideas to work

This preview edition includes the Foreword, Preface, and Part I (Chapters 1–4). The complete book is in progress.