3DNS market metrics dashboard

Edisyl argues that AI tools fail on expert work because they lack context, namely the definitions, regulations and standards a domain expert carries plus a company's own data and usage. The company offers a "Knowledge Pack" with two parts: domain knowledge from outside sources such as regulatory bodies, market data and standards, built and maintained by fleets of agents steered by subject matter experts, and proprietary knowledge covering a company's own terms, definitions, policies and data. Both halves sit on a semantic layer that reconciles the vocabulary in a company's systems with the vocabulary its people use. The page states that context should be treated as an owned asset that outlives any particular model.