Valuable SME resource time spent on basic data entry

The process of setting up query and ingestion of Wikidata information, and the tools to manage the updating and curation of a Wikidata integration.

The ability to enrich a knowledge graph using LLMs can hugely improve SME workflows. This can be for concept content creation, or filling in missing information, or indeed content summarization.

Businesses that prioritize innovation as an essential capability will understand the huge importance of the right working environment. The right tooling, a culture that supports risk-taking and experiments, mutual respect, and support in all endeavours are all key elements of this environment.

To be competitive, and to have the ability to pivot rapidly, it is essential to keep the cost of innovation low.