Data Harmony by Access Innovations, Inc. Included in KMWorld’s Trend-Setting Products for 10th Consecutive Year
Albuquerque, NM – September 8, 2025—Access Innovations, Inc., provider of Data Harmony software solutions, is proud to announce it has been chosen for inclusion in KMWorld’s Trend-Setting Products list for 2025. This marks the 10th consecutive year Data Harmony has been recognized as a Trend-Setting Product. KMWorld describes trendsetting as “the products of forward-thinking vendors that are leading the way in innovation.”
This recognition comes as Access Innovations continues to evolve Data Harmony’s capabilities in response to the rapidly evolving marketplace involving artificial intelligence and knowledge management. Building on their integration of natural language processing (NLP) and machine learning functions honed over the past three decades, Access Innovations has enhanced their platform to work seamlessly with emerging large language models while maintaining human-in-the-loop governance to ensure accuracy and consistency.
“We are deeply honored to receive this recognition for the 10th consecutive year,” said Heather Kotula, President of Access Innovations. “This milestone reflects our unwavering commitment to innovation balanced with responsibility. While many companies are racing to adopt the latest AI offerings, we believe that sustainable success requires more than just implementing cutting-edge technology. It requires understanding how to optimally harness these tools to preserve the accuracy, consistency, and governance our clients depend on. Data Harmony continues to evolve not just to keep pace with technological advancement, but also to provide a framework that reliably transforms information chaos into streamlined, accurate and efficient search to for our clients’ data.”
“The technologies that keep knowledge management operations humming are constantly evolving,” commented KMWorld editor-in-chief Marydee Ojala. “Trend-setting products are proof of how companies embrace innovation and apply emerging AI capabilities to strengthen content generation, summarization, collaboration, access, and personalization for knowledge sharing. They build previously unimagined tools and applications. KMWorld’s list of trend-setting products highlights companies that push knowledge management forward and deliver measurable value to their customers.”
Data Harmony’s approach addresses a critical challenge in today’s AI-driven environment: preventing the degradation of information quality that can occur when automated systems operate without proper oversight or preparation. The platform’s controlled vocabularies and metadata governance provide essential guardrails that maximize the benefits of AI integration while maintaining the precision and accuracy that organizations demand.
About Access Innovations, Inc. – www.accessinn.com
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 www.accessinn.com.