This article explores seven emerging UI layouts and the perceived roles of AI agent, analysing how each one influences user and embedding AI more deeply into sophisticated, task-oriented interfaces:
Category: DESIGN PROCESS
Main category
UX Metrics in AI era
Tracking key UX metrics in AI involves measuring how effectively users interact with and perceive AI-powered products. Key metrics include task success rate, time on task, user error rate, System Usability Scale (SUS), Net Promoter Score (NPS), and Customer Satisfaction (CSAT). These metrics help assess usability, user satisfaction, and overall effectiveness of the AI product.
By tracking these metrics, we … Read the rest
UX in 2025
In 2025, UX design is heavily influenced by AI, personalization, and the need for seamless, intuitive interactions across various platforms and devices.
Designers are focusing on hyper-personalization, voice interfaces, and accessibility, while also grappling with ethical considerations surrounding AI and data privacy.
UX in 2025 isn’t about looking good.
It’s about layering the right principles so your product survives real-world … Read the rest
Design deliberation
UX design deliberation refers to the thoughtful consideration and careful decision-making process a UX designer undertakes throughout the design process, involving research, analysis, ideation, testing, and iteration to create intuitive, user-friendly products.
It’s the process of gathering data, understanding user needs, and weighing different design approaches to arrive at the best solutions, ensuring the final product provides a gratifying … Read the rest
VMT Framework
VMT – A vision, mission, and target represent different levels of organizational planning and strategic direction. Vision describes the desired future state, a long-term aspiration. Mission defines the organization’s purpose and how it will achieve its vision. Target (or goal/objective) is a specific, measurable, achievable, relevant, and time-bound (SMART) outcome that contributes to the mission and vision… Read the rest
AI courses by NVIDIA
Here are 07 NVIDIA AI courses:
1. AI for All: From Basics to GenAI Practice
• AI impacts industries like healthcare and autonomous vehicles
• From machine learning to generative AI
• GenAI creates music, images, and videos
2. Introduction to AI in the Data Center
• Basics of AI, machine learning, and GPU architecture
• Deep learning frameworks and … Read the rest
Design Patterns For AI Chat Interfaces.
Design Patterns For AI Chat Interfaces. With practical guidelines on how to designing more useful, and less annoying AI chat ↓
🚫 Nothing erodes trust more than disguised AI.
🤔 Often users dismiss AI chats almost instinctively.
✅ Users expect an option to “speak to human”.
✅ Be transparent about who users speak to.
✅ Wait for users to end … Read the rest
UX research
UX research is 𝗻𝗼𝘁 losing relevance. It’s entering a golden era with the power of AI.
Understanding users is still a key skill for every PM.
It reduces guesswork. Reveals real problems.
Strengthens decisions across the product lifecycle.
Here’s a breakdown of research methods every PM should use:
🔵 𝗤𝘂𝗮𝗹𝗶𝘁𝗮𝘁𝗶𝘃𝗲 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵
→ Interviews, field studies, contextual inquiry
→ Understand the … Read the rest
Usability Testing Guide
Usability testing is a critical part of the user experience (UX) design process. It helps identify how easy and user-friendly a product or service is for its target audience. Usability testing is an essential practice that helps ensure your product is user-friendly and effective. By following these steps—defining goals, selecting participants, creating tasks, analyzing results, and implementing improvements—you can ensure … Read the rest
UX metrics alignment
UX metrics should be aligned with engineering metrics to demonstrate the tangible impact of user experience improvements on product performance and business goals, creating a unified view of success and fostering better cross-functional collaboration and trust.
By connecting metrics like task success rate and NPS with engineering outcomes such as error rates and performance, organizations can ensure that design decisions … Read the rest