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内容由Rick A. Morris提供。所有播客内容(包括剧集、图形和播客描述)均由 Rick A. Morris 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal
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S1E9 - AI in Portfolio Management

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Manage episode 447825397 series 3601700
内容由Rick A. Morris提供。所有播客内容(包括剧集、图形和播客描述)均由 Rick A. Morris 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

In this episode of AI-Driven PM, Rick Morris explores the transformative potential of AI in portfolio management, sharing insights from his extensive experience with over 150 implementations of project and portfolio management tools. Departing from the typical format, Rick focuses on the theoretical side of portfolio management and how AI can reshape decision-making in this area.

The episode emphasizes that while many organizations invest in portfolio management tools to address project management issues, they often underestimate the quality of data required. Rick discusses common issues, such as the challenges in defining project scoring and ranking criteria, especially in balancing metrics like ROI, risk, and strategic alignment. He argues that AI can alleviate this by analyzing vast datasets to develop optimized, data-driven criteria and innovative project insights.

Rick highlights specific AI capabilities, such as leveraging historical project data for predictive analytics, which allows for accurate forecasting of ROI and risk. He also introduces the concept of dynamic, ongoing portfolio balancing through simulation models and scenario analysis, made possible by AI’s processing power. Ultimately, he sees AI as a game-changer that enables PMs to refocus on strategic oversight rather than manual data handling.

Rick wraps up by reinforcing that AI won’t replace project managers but will elevate those who know how to harness it effectively. This episode is a compelling vision of how AI can redefine the role of PMOs in strategic alignment and operational efficiency, preparing project managers for a future where AI-driven insights become integral to decision-making.

  continue reading

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Artwork
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Manage episode 447825397 series 3601700
内容由Rick A. Morris提供。所有播客内容(包括剧集、图形和播客描述)均由 Rick A. Morris 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

In this episode of AI-Driven PM, Rick Morris explores the transformative potential of AI in portfolio management, sharing insights from his extensive experience with over 150 implementations of project and portfolio management tools. Departing from the typical format, Rick focuses on the theoretical side of portfolio management and how AI can reshape decision-making in this area.

The episode emphasizes that while many organizations invest in portfolio management tools to address project management issues, they often underestimate the quality of data required. Rick discusses common issues, such as the challenges in defining project scoring and ranking criteria, especially in balancing metrics like ROI, risk, and strategic alignment. He argues that AI can alleviate this by analyzing vast datasets to develop optimized, data-driven criteria and innovative project insights.

Rick highlights specific AI capabilities, such as leveraging historical project data for predictive analytics, which allows for accurate forecasting of ROI and risk. He also introduces the concept of dynamic, ongoing portfolio balancing through simulation models and scenario analysis, made possible by AI’s processing power. Ultimately, he sees AI as a game-changer that enables PMs to refocus on strategic oversight rather than manual data handling.

Rick wraps up by reinforcing that AI won’t replace project managers but will elevate those who know how to harness it effectively. This episode is a compelling vision of how AI can redefine the role of PMOs in strategic alignment and operational efficiency, preparing project managers for a future where AI-driven insights become integral to decision-making.

  continue reading

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