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Author

Sanchay Gumber

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Review Open access Sep 2026

Human–AI Collaboration in Product Management: A Systematic Review of AI-Augmented Decision-Making Across the Product Lifecycle

Artificial Intelligence (AI) is gradually changing the landscape of product management by improving how PMs gather, process, and evaluate data and options to manage products across their lifecycle. This review explores the new paradigm of Human-AI collaboration in the product management domain and looks at how AI funct...

Sanchay Gumber · 0 citations
Review Open access Sep 2026

From AI Assistants to AI Teammates: A Systematic Review of Human–AI Collaboration in Product Strategy and Innovation Management

Generative and Agentic AI (GenAI & Agentic AI) are changing the nature of how AI is used in the organization from a supportive role to a more active partner and teammate. This systematic review investigates the impact of collaboration between humans and AI on product strategy and innovation management and focuses speci...

Sanchay Gumber · 0 citations

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