Modern AI products make a lot of promises around the "expertise" delivered by their models. Sometimes, though, another expert is not what I (or my clients) need. “Deskilling” replaces the "magic" of an LLM "figuring everything out" with structured, predictable steps and then uses language models as the glue between natural language and computational tasks.
Domain modeling helps organizations discover the information structures and meaning that allow structured content to reach further and last longer. By uncovering the assumptions and tacit rules that plague your content ecosystem, domain modeling can help you facilitate the shared vision necessary to create resilient, scalable systems for communication across channels.
By situating data in context, knowledge graphs create valuable opportunities for content creation, recommendation, and management—even at small scales. A boutique approach to knowledge graph design offers a scalable strategy for starting out small and solving well-defined communication and discovery problems to create measurable value.
Structured content design focuses on communicating effectively to an organization’s patrons, constituents, and customers, wherever they are and however they choose to access content. While it is the cornerstone of effective, scalable content design for the web, it’s also much more than just a “web” technique: it is a way to prioritize effective communication across contexts.
Sanity Studio offers a fantastic open source structured content editor that can be hosted anywhere. This comprehensive guide provides detailed steps on self-hosting Sanity Studio on DreamHost with continuous development using GitHub actions.
Like many “so easy anyone can do it processes,” there is a pitfall in setting up and running an effective card sorting exercise: selecting the right topics for cards. With a little bit of preparation, teamwork, and in-person (or virtual) facilitation, it’s possible to fine tune your card sorting exercise set-up process to substantially improve both the quality of your results, and the depth of insight those results reveal.
Customer feedback is a cornerstone of user-centered design, but the insight it holds is often locked up in thousands of rows of unstructured text. Learn how free, open source Natural Language Processing (NLP) tools can help you understand and draw meaning from these datasets—even if you're new to (or terrified of!) working in code.
Over the last several years I’ve become an ardent advocate of “structured content design.” This is the process of designing digital resources (like websites and apps) from the content out, as opposed to creating interaction and visual design first, then shoehorning the content into it right before (or right after) launch. A structured content approach to digital work has a number of advantages over typical “interface first” processes.