To maintain accurate data for research outcomes, organizations must keep controlled medical vocabularies updated, current, and versioned by date. The HLI Language Engine solution provides the tools to map historical evidence to industry-standard terms. LE can also deliver a content and modeling toolset to help an organization build, manage, model, map, and publish its own proprietary research data.