Albuquerque, NM – March 14, 2024 – Access Innovations, Inc., provider of Data Harmony software solutions, is proud to announce that they have been named to the KMWorld list of 100 Companies that Matter in Knowledge Management. This is the ninth time Access Innovations has been included on the list.

“Curating the list of the 100 companies that matter in KM is always a joy. Emerging technologies such as generative AI coupled with enhancements to the time-tested technologies of semantic search, NLP, cloud computing, natural language understanding, knowledge graphs, and chatbots have resulted in enormous strides in knowledge management and knowledge sharing,” said Marydee Ojala, Editor-in-Chief of the KMWorld Publication. “The companies being recognized are wonderful examples of leaders that are helping organizations unlock the power of knowledge in innovative and creative ways. They stand out in the KM field and we applaud their accomplishments.”

“External and independent third-party recognition of our technology is heartwarming,” commented Marjorie M. K. Hlava, Founder and Chief Science Officer at Access Innovations. “We know, and our clients know, how powerful our systems are and what a huge benefit they provide to our client organizations. Our endless quest for more automation balanced with high accuracy to aid the human worker pays off with this kind of award.”

“This is an interesting time for us given the recent explosion of AI fueled systems,” added Heather Kotula, President and CEO of Access Innovations. “We launched our AI-based system in 1997 and it’s been in use at client sites since then, with continuous improvement cycles and new releases every year. For those who don’t know, our system uses the same techniques as Generative AI, focused on specific content for precision and recall in tagging and searching.”

# # #

About Access Innovations, Inc. –,

Access Innovations empowers clients to realize their search goals by leveraging its AI-based Data Harmony suite and team of semantic experts. Data Harmony helps clients build accurate and explainable AI that increases search precision by more than 90 percent and their team’s productivity by more than seven times. For more information about Access Innovations or Data Harmony, please visit or