"Shift from deterministic product thinking to a portfolio approach that helps PMs manage AI models, risk, and continuous change. Kayode Adeniyi Nov 4, 2025 5 min read Early engineering input drives smarter roadmaps, faster delivery, and more innovative solutions that meet real customer needs. Sara Nguyen Oct 30, 2025 4 min read Learn how AI can help PMs plan and run workshops that drive results"
"Nguyen Oct 30, 2025 4 min read Learn how AI can help PMs plan and run workshops that drive results from preparing agendas to facilitating discussions and summarizing work. Bart Krawczyk Oct 28, 2025 4 min read Learn how to prepare and launch internal products effectively with real PM examples, readiness pillars, and a practical launch checklist. Aniket Parihar Oct 23, 2025 5 min read"
Shift product thinking from deterministic single offerings to a portfolio approach that manages multiple AI models, associated risks, and continuous change. Involve engineering early to create smarter roadmaps, accelerate delivery, and produce more innovative solutions that meet real customer needs. Use AI to plan and run effective workshops, from preparing agendas to facilitating discussions and summarizing outcomes. Prepare internal product launches with clear readiness pillars, practical checklists, and real PM examples to increase launch effectiveness. Combine portfolio strategy, engineering collaboration, AI-enabled processes, and launch discipline to improve risk management and ongoing iteration.
#ai-product-management #portfolio-approach #engineering-collaboration #workshop-facilitation #product-launch-readiness
Read at blog.logrocket.com
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