Citizen Developer Machine Learning Overcome the complexity of machine learning: get to know machine teaching May 6, 2022 by jeremystinson The first line of a 2017 paper written by a group of 11 experts at Microsoft Research succinctly articulated a problem that too many companies face to this day: “The current processes for building machine learning systems require practitioners with deep knowledge of machine learning.” But the paper also posited a solution to the machine […] Read more »
Citizen Developer Data Analytics Unstructured Data Supercharge Your Business Intelligence by Unlocking the Power of Unstructured Data October 6, 2021 by jeremystinson With companies pursuing digital transformation efforts while continuing to grapple with how best to do business amid the pandemic, it should be no surprise that the market for business intelligence tools (BI) is robust. But there’s a gaping hole in enterprise BI efforts because BI tools can’t analyze unstructured data, which accounts for about 85% […] Read more »
Artificial Intelligence Citizen Developer 4 Business Benefits of Citizen Developers for Intelligent Automation Projects September 7, 2021 by jeremystinson Companies seeking to promote automation as part of their digital transformation efforts often run into a stark reality: they don’t have enough IT and/or data science employees to tackle all the use cases the business wants and needs. An emerging solution comes in low-code/no-code automation platforms that transform everyday employees into “citizen developers”. Low-code platforms […] Read more » business users citizen developers Intelligent automation Intelligent process automation unstructured content Unstructured data
Citizen Developer Intelligent Document Processing Intelligent Process Automation 3 Reasons Citizen Developers are Crucial to Digital Transformation Efforts May 10, 2021 by jeremystinson Companies around the globe are deep into digital transformation efforts aimed at increasing overall corporate agility and digitizing nearly every aspect of their business. Such efforts include automated document processing, for which it’s becoming clear that “citizen-led development” is increasingly important. The global digital transformation market is projected to grow from $469.8 billion in 2020 to $1,009.8 […] Read more »
Citizen Developer Data Science Intelligent Process Automation Machine Learning How Intelligent Process Automation Enables Citizen-led AI Development August 24, 2020 by jeremystinson A longstanding problem that has plagued artificial intelligence projects, including document process automation, is complexity. Essentially, the issue is there’s a disconnect between the business people who understand the process and the data scientists charged with automating it. Trying to translate between the two becomes, to put it politely, challenging. In many cases, companies are […] Read more »
