Arria

Arria is an enterprise natural language generation platform designed to turn structured data into decision-grade performance reports. It focuses on accuracy and governance, making it suitable for mission-critical reporting in industries like finance, banking, insurance, and healthcare. Instead of generic AI text generation, Arria provides a hybrid approach: deterministic data-to-text for factual precision, with optional probabilistic LLM integration for summarization and conversation.

The platform works by ingesting structured data via JSON or CSV payloads and then generating narratives using its analytic-language engine. This engine applies mathematical reasoning to ensure the output is 100% factually accurate. When needed, Arria can orchestrate an LLM of the user's choice for tasks like explanatory summaries, all within a controlled enterprise environment. Users can deploy Arria through process automation, embed it into dashboards for on-demand insights, or integrate it into their own products using the Arria Connect SDK.

Arria is built for teams that cannot tolerate errors in generated reports — financial analysts, compliance officers, portfolio managers, and operations leaders. It helps them automate repetitive reporting tasks, reduce manual effort, and maintain trust in AI-generated content. The Forrester Total Economic Impact study cited on the site reports an average 209% ROI over three years and up to 80% automation of routine reporting tasks.