Access Innovations, Inc., provider of Data Harmony software solutions, is proud to announce they have been chosen for inclusion on KMWorld’s Trend- Setting Products for 2022. This marks the ninth year Data Harmony has been recognized as a Trend-Setting Product. According to the KMWorld website, “These are the products of forward-thinking vendors that are leading the way in innovation.”

“There is no denying the impact of generative AI on products and services in the KM space today,” remarked Tom Hogan Jr., Publisher of KMWorld. “This is a huge story for 2023. At the same time, it’s not the whole story. From NLP and knowledge graphs to cloud computing and low-code development platforms, we have watched vendors pioneer really innovative approaches to solving core KM issues from a constellation of evolving technologies and strategies. This has proved to be a really exciting year for innovation. The products and services on this list embody the vision and execution that will continue to drive the market forward to new heights.”

“We’re proud of this honor of Data Harmony being included in KMWorld’s Trend-Setting Products for 2023,” commented Marjorie M. K. Hlava, President of Access Innovations. “We integrated NLP and Machine Learning functions into our offerings more than 20 years ago. That technology is increasingly useful as processing technology is constantly evolving and speeding transactions.  The new ChatGPT and other LLM style systems have provided increased functionality options while still requiring the governance of a human-in-the-loop approach to insure high accuracy and consistency.  We have only begun to integrate them with our existing AI and find the combinations exciting.  However, we do find that without human interaction the new systems tend to cycle on themselves, providing a race to the bottom in usefulness.  Our 20 plus years of experience with AI and NLP clearly shows controls are still necessary and controlled vocabularies provide the guardrails need to achieve the best of all technology integrations.”

About Access Innovations, Inc. –

Access Innovations empowers our clients to realize their search goals by leveraging our Data Harmony suite and our team of semantic experts. Whether you need a taxonomy/thesaurus editor, a metadata enrichment tool, or content analysis tools to help construct a semantic model, Data Harmony helps you build explainable AI that increases your search precision by over 90% and your team’s productivity by over seven times. For more information about Access Innovations or Data Harmony, please visit