Data Model or Information Architecture changes are slow and expensive

A knowledge graph platform, complete with an API and Webhooks, integrated with core business processes, is a common intervention used to increase speed to market.

This is an important capability for digital products, because it enables rapid pivots and speed-to-market. Business users have access to tools that support the visual design of knowledge graph models, and the loading and curation of data into those graph models, in order to test them rapidly.

A business has the ability to move a new knowledge graph into Production rapidly, once it has been tested and proven with real data. Historically, it has been difficult to get a new Knowledge Graph into production faster than a month.

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

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.