From Agile to the Product Operating Model: What Practitioners Say Is Actually Changing

TL; DR: The “Agile to the Product Operating Model” Survey Results

Between August 2 and August 10, 2026, 48 practitioners participated in my Agile to Product Operating Model (POM) survey, which tries to shed light on what is actually changing.

Let me summarize the answers for you: the reported transformations change decision-making less than the Cagan framework suggests. Where respondents report improvements, they appear in delivery and collaboration rather than in business results. Unfortunately, the human side of the transition is the least encouraging part of the answers.

Take all the following information with a grain of salt, given that the sample size is so small. (I recall the good times when 1,000 to 2,000 people would participate in a Scrum master salary report, but those times seem to be over, despite my asking 39,000 people for their contributions via a newsletter.)

Agile to the Product Operating Model Survey Results: What Practitioners Say Is Actually Changing – Age-of-Product.com

Thesis: Product operating model transformations mostly change vocabulary and organizational structure while leaving the decision system, who decides what gets built, on what evidence, at what speed, largely untouched. AI is changing product decisions independently of POM transformations.

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Ethical AI for Product Owners & Product Managers

TL; DR: Ethical AI or Risk?

Without ethical AI, Product Owners and Product Managers (PO/PMs) face a dilemma: balancing AI’s potential with its product discovery and delivery risks. Unchecked AI can introduce bias, compromise data, and erode empathy.

To navigate this, implement four guardrails: ensuring data privacy, preserving human value, validating AI outputs, and transparently attributing AI’s role. This approach transforms PO/PMs into ethical AI leaders, blending AI’s power with indispensable human judgment and empathy.

Ethical AI for Product Owners & Product Managers: Navigating Risks and Guardrails in Product Backlog Management — Age-of-Product.com
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When Incentives Sabotage Product Strategy

TL;DR: When Incentives Sabotage Product Strategy

Learn why many Product Owners and Managers worry about the wrong thing: saying no instead of saying yes to everything. This article reveals three systematic rejection techniques that strengthen stakeholder relationships while protecting product strategy to avoid that organizational incentives sabotage product strategy.

Discover how those drive feature demands, why AI prototyping complicates strategic decisions, and how transparent Anti-Product Backlog systems transform resistance into collaboration.

The Strategic Rejection Challenge: When incentives sabotage product strategy and what you can do about it —  Age-of-Product.com
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The Alignment-to-Value Pipeline: Building Products That Matter

TL;DR: The Alignment-to-Value Pipeline

Effective product development requires both strategic alignment and healthy Product Backlog management. Misalignment leads to backlog bloat, trust erosion, and building the wrong products. By implementing proper alignment tools, separating discovery from delivery, and maintaining appropriate backlog size (3-6 sprints), teams can build products that truly matter. Success depends on trust, collaboration, risk navigation, and focusing on outcomes over outputs. Learn more about how to embrace the alignment-to-value pipeline and create your product operating model.

The Alignment-to-Value Pipeline: Building Products That Matter w/o Becoming a Feature Factory — Age-of-Product.com
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Stop Shipping Waste: How to Align Teams and Finally Fix Your Product Backlog

TL;DR: Stop Shipping Waste

When product teams fail to establish stakeholder alignment and implement rigorous Product Backlog management, they get caught in an endless cycle of competing priorities, reactive delivery, and shipping waste.

The result? Wasted resources, frustrated teams, and missed business opportunities. Success in 2025 requires turning your Product Backlog from a chaotic wish list into a strategic tool that connects vision to value delivery. Learn how to do so.

Stop Shipping Waste: How to Align Teams and Finally Fix Your Product Backlog: Discover the 2 Systemic Failures — Age-of-Product.com
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Escape the Feature Frenzy, Build to Sell with Sandrine Olivencia – Hands-on Agile 66

TL; DR: Escape the Feature Frenzy, Build to Sell with Sandrine Olivencia — Hands-on Agile 66

Join Sandrine Olivencia on how to escape the Feature Frenzy and build instead products and services that sell. (The recording is in English.)

📺 Watch the video now: Escape the Feature Frenzy, Build to Sell with Sandrine Olivencia – Hands-on Agile #66.

Escape the Feature Frenzy, Build to Sell with Sandrine Olivencia – Hands-on Agile #66 — Age-of-Product.com
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