Customers want simple, well-designed decision support tools and UX’s that are actionable. Businesses want to see value from data and adoption of data-driven decision making. However, the UX that is afforded to is often simply a byproduct of the analytics team’s engineering, or, at best, “data viz” efforts—and it’s not working. A decade later, success rates for data projects remain unchanged, despite vendor/BI tooling improvements. What are BI/analytics teams still missing? Design.
Today I want to tell you why your ugly, clunky, hard-to-use data/AI product or analytics solution should scare you. But first, you, your boss, your customer, your stakeholder—somebody—has to pass that judgement on it. They probably have, but don’t expect it to necessarily come out in the words you may expect. Just as most designers (in … Read more How to tell when poor UI/UX in a ML/AI application, analytics solution, or data product is impacting customer value
One trend in analytics and data science I am hearing from the top thought leaders in this space is that (finally!) companies are realizing that the biggest opportunities for data that lay before us is in the pursuit of new products or enhancing existing ones, as apposed to solely focusing on incremental operational improvements. Gartner’s … Read more How to become unemployed as a data leader
As Seen in the Book: 97 Things About Ethics Everyone in Data Science Should Know: Collective Wisdom from the Experts 1st Edition The essay below was eventually published as the #2 essay in this 2020 O’Reilly publication by Bill Franks. Buy Now License our latest AI automation platform now, and get a free “Ethics Power … Read more Ethics used to be a hassle. Now it’s not: Introducing Ethicize™, the fully AI-driven cloud-based ethics solution!
This is a two-part article focused on “what” to ask users of data science solutions and data products, and how to ask/conduct these types of research sessions. In part one, we will look at the “what,” and part two will cover the “how.” Human-centered design for data products and data science solutions doesn’t happen without … Read more 10 Sample Questions to Ask Users of Data Science Solutions to Solicit Needs and Get Problem Clarity