“Tiny Healthcare KX™️” - Ep 23 - Cognitive Project Management
Автор: Jenna Chou, PMP - Founder of Healthcare Heart Inc
Загружено: 2025-06-03
Просмотров: 8
“Tiny Healthcare KX™️” - Ep 23 - Cognitive Project Management
Date: (T) 06.03.2025
Posted on YouTube: (T) 06.03.2025
Cognitive Project Management (CPM) is a methodology that applies insights from various fields like neurology, psychology, and computing to improve project management practices, particularly in the context of complex and cognitive technology projects. It emphasizes understanding human cognitive processes and needs to design more effective project management approaches. A key example is the Cognitive Project Management for AI (CPMAI), which offers a structured, iterative approach specifically for managing AI projects.
Here's a more detailed look at what cognitive project management encompasses:
Key Principles of Cognitive PM:
Human-Centric Approach:Prioritizes understanding how humans perceive, process, and interact with information and technology to design more effective project management systems.
Data-Driven Decision Making:Emphasizes the importance of data analysis and insights to guide project decisions, especially in AI and data-driven projects.
Iterative and Adaptive:Recognizes the dynamic nature of projects and the need for flexibility and responsiveness to changing requirements and circumstances.
Business Alignment:Ensures that AI and cognitive projects are aligned with business goals and objectives, addressing potential biases and ethical considerations.
Collaboration and Communication:Promotes effective communication and collaboration within project teams and with stakeholders.
Examples of Cognitive PM in Practice:
CPMAI (Cognitive Project Management for AI):This methodology provides a structured, vendor-neutral approach to managing AI projects, from ideation to implementation. It's based on principles of Agile, CRISP-DM, and other well-established methodologies, but with a focus on AI-specific challenges and opportunities.
AI Project Management:CPMAI helps project managers navigate the complexities of AI projects, including data management, model development, evaluation, and operationalization. Out
Ethical AI:CPMAI incorporates ethical considerations and responsible AI practices throughout the project lifecycle, ensuring that AI solutions are trustworthy and aligned with societal values.
Benefits of Cognitive PM:
Improved Project Success:By understanding human cognitive processes and needs, cognitive PM can help to design more effective project management systems that are better aligned with project goals.
Enhanced Collaboration:Cognitive PM can foster better communication and collaboration within project teams and with stakeholders, leading to more effective project execution.
Increased Efficiency:By automating repetitive tasks and providing more efficient workflows, cognitive PM can help to improve project efficiency and reduce costs.
Better Data-Driven Decisions:Cognitive PM emphasizes the use of data analysis and insights to guide project decisions, leading to more informed and effective project management.
#project #projectmanagement #agile #pmp #pmi
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