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MTN Secures $2.34M NIH Grant to Scale Platform Mapping Fragmented Data


MTN Secures $2.34M NIH Grant to Scale Platform Mapping Fragmented Data
  • by: PR Newswire
  • |
  • October 13, 2026

MTN pronounced Mountain today announced it has received grant from National Institutes of Health to accelerate development of its agentic AI platform. Technology helping reshape healthcare data workflows by enabling organizations to create trustworthy AI-ready datasets without exposing underlying sensitive content. Uniquely rather than reading data itself, MTN's AI non-invasively analyzes structure, relationships and timing properties within large fragmented data infrastructure.

Quick Intel

  • MTN secures $2.34M NIH grant to scale platform mapping fragmented data announced Oct 13 2026.
  • First-of-a-kind platform enables complex organizations in highly regulated industries to map data into AI-ready datasets.
  • AI non-invasively analyzes structure, relationships and timing without accessing sensitive records maintaining control security.
  • Platform consists of MTN Guide agentic data engineer and MTN FieldMap semantic map with confidence and evidence.
  • Already working with Samsung and EHRs in healthcare, expanding to financial services and other regulated industries.
  • Approach organizes data so AI agents can leverage timing information to understand past events and act upon new ones.

Two Core Components: MTN Guide and MTN FieldMap

Company's platform consists of two core components: MTN Guide and MTN FieldMap. MTN Guide is agentic data engineer that reads schemas, documentation, and API specifications without accessing sensitive records to determine what data fields mean and keep interpretations current as systems change. MTN FieldMap is resulting semantic map that Guide creates showing how concepts and fields relate across systems documenting confidence and uncertainty and giving teams and AI tools trusted foundation for querying and integration. Power of MTN's technology is that it understands organization's data sets and discerns meaning.

Company also leveraging technology to apply to other highly regulated industries such as financial services that rely on trust and data security and integrity as core to business. In environments where speed, access and security essential, MTN's approach delivers significant advantage.

We have already made major inroads in healthcare working with companies like Samsung and with electronic health records to more efficiently map and understand critical healthcare data. In that process saw power of approach to more broadly solve complex data issues for regulated and non-regulated industries alike. Next phase expanding platform for broader use strengthening security and compliance capabilities and testing with enterprise partners.

Mapping Meaning Location and Trust With Evidence and Confidence

MTN's unique approach underpinned by two critical differentiators: First semi-automatically build and maintain map of what every table, column and document type means across fragmented systems then provide precise directions on map for users or AI agents. Every mapping carries supporting evidence and confidence level so answer can be traced back to origin instead of being taken on faith. Second platform organizes data such that AI agents can leverage timing information which allows them to better understand past events and act upon new ones.

Our AI products don't just bring specialist expertise to post-acute care through data mapping and clinical decision support they also ensure that when patients have to be transferred life-saving information travels with them to hospital. MTN's data technology makes it possible to scale across wide range of facilities we serve and removes friction from rapid growth.

MTN's value proposition straightforward. We map what your data means, where it lives and what can be trusted. We help customers accelerate integrations, create faster logical paths to revenue, more effectively manage and reduce expenses, and enable speedier informed actions. Every one of these essential outputs that organizations should expect in AI-enabled world.

 

About MTN

MTN develops agentic AI technology designed to help organizations aggregate, structure and act on complex data. Its healthcare work focuses on enabling faster access to summarized physiological information while supporting human decision-making. The company is expanding applications of its platform to service data-intensive, highly regulated organizations across healthcare and finance, as well as customer-intensive industries that rely on accurate, actionable trustworthy data to better service their stakeholders.

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