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Problem
Stakeholders unable to understand the potential of a new data model
Solved by these Interventions
Demonstrate "the art of the possible" with a working prototype
Rapidly create and test a new data model
Once new value opportunities have been identified, test a new approach rapidly using real data.
Create a Proof of Value prototype to test for value
Unlike a "proof of concept" project, the concept has already been proven elsewhere, and a "proof of value" project will test whether the approach has value in a specific new setting.
Improved by these Interventions
Knowledge Graph Education
A selection of knowledge graph education modules can be used to help foster understanding of graph structures and their benefits. These can be combined with a business' new domain model to help drive a shared understanding in digital transformations.
Rapidly create and test a new data model
Once new value opportunities have been identified, test a new approach rapidly using real data.
Prevented by these Capabilities
Ability to use Knowledge Graph Creation Tools
Business users have access to tools that support the design of knowledge graph models, and the loading and curation of data into those graph models.
Awareness of the strengths and benefits of Knowledge Graphs
When a business is aware of the reasons for using a knowledge graph and importantly the strengths and benefits.
Caused by these Problems
People do not understand knowledge graphs
Knowledge graphs are a particular way of representing information. As at 2023, knowledge graphs are not commonplace, and require explanation to most people.
Knowledge Graph Technologies present a high barrier to entry
According to Gartner, there are significant barriers to entry for new adopters of knowledge graph technology, including complexity, knowledge required, and market fragmentation.
