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In what ways has AI changed the dynamics of your Agile team, for better or worse?

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Stelian ROMAN Project Manager| MicroSafety Carlingford, New South Wales, Australia

Agile methodologies have changed, some would say revolutionized, the way product teams collaborate, adapt, and deliver value. At the heart of Agile software development, and in recent years of Agile project delivery, is the belief in empowered individuals, cross-functional teams, and a culture of continuous improvement. However, as Artificial Intelligence (AI) permeates Agile environments—automating roles, analysing workflows, and even facilitating Scrum ceremonies—it may fundamentally alter the human experience in work environments. This blog post explores the nuanced impact of AI on human roles and team dynamics within Agile delivery environments, drawing on principles from the PMI Code of Ethics and Professional Conduct, insights from thought leaders like Ron Jeffries, research articles published on ResearchGate.net, and risk management standards to frame risk management in the evolving landscape of Agile product and project delivery.

h2Challenges/h2h3Dehumanization of Agile Roles Due to AI Automation/h3

The Manifesto for Agile Software Development recommends “individuals and interactions over processes and tools.” Yet, as AI systems take on tasks such as Product Backlog prioritization, Sprint planning, and performance tracking, there’s a risk that team members become seen as interchangeable resources rather than unique contributors. Ron Jeffries, one of the original signatories of the Agile Manifesto, warns against reducing people to “cogs in a machine.” The PMI Code of Ethics emphasizes respect, fairness, and honesty—qualities that can be undermined if automation strips away human judgment and empathy from Agile roles.

Dehumanization occurs when the unique contributions, intuition, and creativity of team members are overshadowed by algorithmic decision-making. Paul Kidd, the author of the first book that introduced the term Agile in relation to product development, notes that organizations must guard against “the tyranny of systems that erode the value of human insight.”

Blog post:

Human Impact and Team Dynamics in the Age of AI-Driven Agile

ProjectManagement.com - The Agile Enterprise

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Robert Snyder Founder & President| Innovation Elegance, LLC Chicago, Il, United States
Investments in AI (artificial Intelligence) include LLMs, agents, data, and prompts.
Investments in IHI (Individual Human Intelligence) include degrees, certifications, experience, and climbership (corporate hierarchy).
Investments in CHI (Collective Human Intelligence) include workplace culture, discipline, empathy, leadership, and trustworthiness.

AI raises my expectations of the technology and lowers my expectations of people.
CHI raises my expectations of people.

AI lowers my hope for people.
CHI raises my hope for people.

AI raises questions about de-humanization.
AI triggers managing perceptions and gives rise to oxymoron titles such as "Human-centric AI."
...
1 reply by Stelian ROMAN
Jul 20, 2026 6:32 PM
Stelian ROMAN
...
Being around AI for over 40 years I an concerned that AI may be seen as a replacement of human knowledge, experience and creativity. 40 years ago we didn't had the technology but we had control. With huge investments come huge profit expectations. Nobody builds a data centre to eradicate hunger. What if some of us realise too late that, like any tool, AI needs practice and knowledge to master it? Agile wrongly diminished the prestige of the project management profession. Anyone can manage a product development team based on a 3 days course (?). AI generated documents look great but the content can be very misleading.
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Stelian ROMAN Project Manager| MicroSafety Carlingford, New South Wales, Australia
Jul 20, 2026 1:11 PM
Replying to Robert Snyder
...
Investments in AI (artificial Intelligence) include LLMs, agents, data, and prompts.
Investments in IHI (Individual Human Intelligence) include degrees, certifications, experience, and climbership (corporate hierarchy).
Investments in CHI (Collective Human Intelligence) include workplace culture, discipline, empathy, leadership, and trustworthiness.

AI raises my expectations of the technology and lowers my expectations of people.
CHI raises my expectations of people.

AI lowers my hope for people.
CHI raises my hope for people.

AI raises questions about de-humanization.
AI triggers managing perceptions and gives rise to oxymoron titles such as "Human-centric AI."
Being around AI for over 40 years I an concerned that AI may be seen as a replacement of human knowledge, experience and creativity. 40 years ago we didn't had the technology but we had control. With huge investments come huge profit expectations. Nobody builds a data centre to eradicate hunger. What if some of us realise too late that, like any tool, AI needs practice and knowledge to master it? Agile wrongly diminished the prestige of the project management profession. Anyone can manage a product development team based on a 3 days course (?). AI generated documents look great but the content can be very misleading.
avatar
Robert Snyder Founder & President| Innovation Elegance, LLC Chicago, Il, United States
Stelian, a gentleman named Scott Ambler is (I believe) one of the thought leaders of the Disciplined Agile community. In August and September 2024, he wrote a couple LinkedIn articles about the agile community that resemble your question about managing a product development team after only a 3 day course. 😊 You might enjoy reading them.

Two interesting topics that you almost broach but don't fully ...

Agile aimed to solve certain problems, such as _______, _______, and _______.
AI aims to solve certain problems, such as _______, _______, and _______.

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