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Managing innovative AI Projects
Managing innovative AI Projects
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Managing Innovative AI Projects: Stop managing AI projects like traditional software. Start delivering real value.Artificial Intelligence can transform organizations-but only if projects are managed differently from traditional IT. This book provides a clear, actionable framework to navigate AI's uncertainty and deliver measurable outcomes.Inside, you'll discover how to: Classify AI initiatives-from incremental optimizations to disruptive breakthroughs and citizen-led projects.Apply the AI Proj…
  • Leidėjas:
  • ISBN-10: 9334419407
  • ISBN-13: 9789334419405
  • Formatas: 15.2 x 22.9 x 0.4 cm, minkšti viršeliai
  • Kalba: Anglų

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Managing Innovative AI Projects: Stop managing AI projects like traditional software. Start delivering real value.
Artificial Intelligence can transform organizations-but only if projects are managed differently from traditional IT. This book provides a clear, actionable framework to navigate AI's uncertainty and deliver measurable outcomes.
Inside, you'll discover how to:
  • Classify AI initiatives-from incremental optimizations to disruptive breakthroughs and citizen-led projects.
  • Apply the AI Project Lifecycle (APLC)-a phase-gated process designed for AI's unique risks and dependencies.
  • Mitigate risks early-covering technical, ethical, and operational challenges with human-in-the-loop safeguards.
  • Measure what matters-using a balanced scorecard of technical, business, operational, and ethical KPIs.
Unlike generic project management guides, this book is tailored for the realities of AI: probabilistic outputs, ethical considerations, and rapid technological shifts. It equips leaders, project managers, and practitioners with the tools, tips, and practical aids needed to de-risk AI investments and scale innovation responsibly.
Whether you're moving from pilot to production or steering enterprise-wide AI strategy, this book is your roadmap to turning potential into profit.
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  • Autorius: Alain Abran
  • Leidėjas:
  • ISBN-10: 9334419407
  • ISBN-13: 9789334419405
  • Formatas: 15.2 x 22.9 x 0.4 cm, minkšti viršeliai
  • Kalba: Anglų

Managing Innovative AI Projects: Stop managing AI projects like traditional software. Start delivering real value.
Artificial Intelligence can transform organizations-but only if projects are managed differently from traditional IT. This book provides a clear, actionable framework to navigate AI's uncertainty and deliver measurable outcomes.
Inside, you'll discover how to:
  • Classify AI initiatives-from incremental optimizations to disruptive breakthroughs and citizen-led projects.
  • Apply the AI Project Lifecycle (APLC)-a phase-gated process designed for AI's unique risks and dependencies.
  • Mitigate risks early-covering technical, ethical, and operational challenges with human-in-the-loop safeguards.
  • Measure what matters-using a balanced scorecard of technical, business, operational, and ethical KPIs.
Unlike generic project management guides, this book is tailored for the realities of AI: probabilistic outputs, ethical considerations, and rapid technological shifts. It equips leaders, project managers, and practitioners with the tools, tips, and practical aids needed to de-risk AI investments and scale innovation responsibly.
Whether you're moving from pilot to production or steering enterprise-wide AI strategy, this book is your roadmap to turning potential into profit.

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