The Data Harmony Method

Data Harmony methodology for knowledge discovery and semantic enrichment is complex and multi-faceted, but it doesn’t feel that way when using the programs… complexities are deep within the software, not visible from the surface.

A history of innovative accomplishment in the implementation of thesaurus and indexing workflows provides a tremendous foundation for the developers’ expert understanding of software needs, and how best to meet those goals.

Data-mining and information-enhancement techniques are effective, consistent and advantageous. Configuration of software components is highly adaptable. Data Harmony handles a variety of data types, achieving a broad range of goals and tasks to enhance metadata for content objects. Implementing this software optimizes document search and retrieval results for users of a content collection, and improves their search experience.

Delivering exceptional value to support key metadata activities

Excellent subject term indexing, accurate name entity extraction and smarter metadata generation are essential for an organization to gain appropriate value from unstructured content – Data Harmony software delivers exceptional processing value that supports and improves these key metadata activities.

M.A.I. is currently deployed in many kinds of editorial workflows and content platforms. All Data Harmony software supports direct machine-to-machine operations when configuring that functionality is beneficial for the input and output data requirements.

User-friendly interfaces

Data Harmony presents users with excellent interfaces that boost productivity during document indexing and metadata extraction tasks.

Modules have user-friendly interfaces to develop and administer a controlled vocabulary (taxonomy or thesaurus), attach subject keywords to content, test document batches, modify indexing rules, and configure unique data elements, as indicated.

Data Harmony transforms a publishing pipeline beyond simplistic use of metadata, actually extending the usefulness of each information object. Specialty extension modules offer creative new avenues for integrating an organization’s taxonomy, publication elements and name entity authority lists within the Enterprise-level or cloud-based content management environment. See the Products page to get the story on Data Harmony’s lineup of specialized Web service extensions.

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