Automation
9 UX Patterns for Human Agency in AI
Human agency is the real differentiator in AI UX. Learn how to design human-in/on/off-the-loop systems with oversight, contestability, and trust.
December 17, 2025
Human agency is the real differentiator in AI UX. Learn how to design human-in/on/off-the-loop systems with oversight, contestability, and trust.
Introduction In the landscape of intelligent systems, AI UX trust has emerged as a critical currency: users increasingly ask not just “Does this work?” but
AI Governance is no longer a futuristic add-on — it’s already shaping how products are built, scaled, and monetised. But as adoption grows, so does the risk. For product leaders, understanding AI governance isn’t a legal checkbox — it’s a strategic advantage. This guide breaks down what you really need to know to lead responsibly in the age of AI.
Ocasionally, I’ll share practical frameworks and tools you can apply right away.