Arria

Arria develops software for generating narrative explanations from structured business data. Its product material distinguishes data-to-text reporting from tasks performed on existing text with language models. For reporting teams, the central workflow is to connect data, define the narrative and analytical requirements, and produce repeatable written explanations of the resulting figures. Published examples include operational reports, key performance indicators, business metrics, and investment commentary. Arria Studio provides an authoring environment, while the website also describes answer generation and connections to business intelligence tools. Integration material refers to sending JSON or CSV data through an API, alongside options involving products such as Power BI, Excel, and Tableau. A useful evaluation would start with a familiar report whose calculations and wording can be checked against an approved source. Review how missing values, exceptional results, and changes to the data structure affect the output. This directory review inspected the public product descriptions and did not connect business data, test calculations, or validate the vendor's accuracy and return-on-investment claims.