Personalization, trust, and adaptability: Key challenges for AI usability As AI-powered systems become increasingly central to our digital experiences, the way we approach usability testing needs to evolve. AI interfaces are dynamic, adapting and learning from user interactions, which means traditional testing methods often fall short. To create products that users trust and enjoy, we…
When you’re building an AI application, you need the right tools for the job. Just a construction team needs different materials and tools for building a skyscraper than they would for a house, an AI application needs UX patterns that meet its needs. While traditional UX focuses on predictable and linear interactions, AI-driven UX introduces a layer of complexity and adaptability that demands a fresh approach.
While many companies have dabbled in generative AI to create content or assist customers, there’s a growing challenge: accuracy. What if the AI provides convincing but incorrect information? Enter Retrieval Augmented Generation (RAG) — an approach that ensures your AI not only generates useful content but also backs it up with real, verified information.
Beyond 2025, we’re likely to see emerging AI trends for SaaS push well beyond today’s capabilities. This means product leaders can expect AI to reshape SaaS products in ways that go far beyond predictive analytics or customer support automation.
The steps to add AI features follow a similar, but slightly different core process TL;DR: Implementing AI in SaaS products requires more than just plugging in a model. Product teams need a strategic approach that includes clear use cases, solid data infrastructure, seamless integration with user workflows, and a focus on trust and transparency. This…
Give users a reason to be excited about AI in your product We are in an age I like to call the “Great AI Race.” Leaders are looking for ways to quickly leverage AI and add it to their products and not lose this race. Evidence of the AI race is all around us. AI…
Traditional information architecture doesn’t cut it for AI. Learn how to adapt your IA strategy to support machine learning, user context, and intelligent systems in modern digital products.
AI bias can perpetuate stereotypes and misinformation if companies don’t take steps to fix the issue Are you implementing AI into your workflows like we are? Chances are pretty high if you’re a B2B company or in anything tech. AI seems to be in every headline in 2023 ever since the deployment of Chat-GPT 3…
AI is a tool to amplify how we design for better user experiences Ever since ChatGPT started making headlines, there have also been warnings for people in all types of fields that AI is coming for their jobs. It’s true that AI is a threat in some ways and will likely take over tasks that…
Trends? Or direction? Keep an eye on these growing UX design trends While I’m no fan of hype, we are seeing a number of UX design trends this year that are worth watching. When I identify trends, I look at topics that tend to be the topic of discussion among a wide variety of groups,…
Standard Beagle is an AI UX agency based in Austin, TX. We help B2B SaaS and health tech companies create better product experiences with smart strategy, user-first research, and ethical AI workflows.
AI-Generated Interfaces Are Shipping Fast. UX Isn’t.
What product leaders need to know for 2026.
