Managing Innovative AI Projects
The Imperative for AI - Specific Project Management
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Why Do 85% of AI Projects Fail? And What Successful Leaders Do Differently. Artificial Intelligence is reshaping industries-yet most AI initiatives never make it out of the pilot stage. They exceed budgets, face ethical backlash, or fail to integrate into real-world workflows. The problem isn't the technology-it's the management. In Managing Innovative AI Projects, Jayakumar K R & Alain Abran deliver the first complete framework designed specifically for the unique complexities of AI. This isn't another high-level theory book. It's a practitioner's guide, built on decades of experience, that e...
Why Do 85% of AI Projects Fail? And What Successful Leaders Do Differently. Artificial Intelligence is reshaping industries-yet most AI initiatives never make it out of the pilot stage. They exceed budgets, face ethical backlash, or fail to integrate into real-world workflows. The problem isn't the technology-it's the management. In Managing Innovative AI Projects, Jayakumar K R & Alain Abran deliver the first complete framework designed specifically for the unique complexities of AI. This isn't another high-level theory book. It's a practitioner's guide, built on decades of experience, that equips you to: - Classify AI projects-from incremental upgrades to disruptive agentic systems-& apply the right lifecycle for each. - Embed risk management and ethical guardrails from day one, using actionable checklists and governance templates. - Track what truly matters with tailored KPIs across technical, business, operational, and ethical dimensions. - Scale AI responsibly-with clear guidance on human oversight, compliance, and model monitoring. Packed with engineering process aids, ISO-standard frameworks, and phase-by-phase execution tools, this book is your blueprint for turning AI ambition into measurable outcomes. Whether you're a project leader, C-suite executive, or technical practitioner, this guide will help you deliver AI that is not only innovative-but also trustworthy, scalable & successful. Stop managing AI like traditional software. Start leading with confidence.
