Arria

Arria is an enterprise natural language generation (NLG) platform that turns structured data into accurate, decision-grade written reporting. Built for organizations where reporting errors carry real risk, it combines a deterministic analytic-language engine with controlled large language model summaries inside a governed environment, so automated narratives stay factually grounded in the underlying numbers.

Overview

Arria Intelligence transforms enterprise data into trusted reporting at scale. Its hybrid architecture generates facts mathematically from structured data for the core narrative, then orchestrates an LLM of the customer’s choice where summarization, explanation, or conversational interaction is needed. Reports that previously took teams weeks of manual effort can be produced in seconds, with consistency and full control. The platform serves use cases such as investment portfolio commentary in financial services, credit, risk and ESG memos in banking and insurance, operational reporting in healthcare and pharma, sales performance reporting in retail, and financial and budget reporting in government.

Key Features

• Deterministic analytic-language engine that derives narratives mathematically from structured data
• Analytic Agents that generate performance reports in seconds with accuracy and consistency
• Governed framework that can orchestrate a customer-chosen LLM for summaries and conversational interaction
• Business intelligence narratives through insight lenses such as key drivers, variance, and trends
• Process automation via JSON or CSV payloads, delivering customized narratives securely over HTTPS
• Arria Connect SDK for embedding natural language generation inside existing products and platforms
• Deployment designed to minimize token cost while meeting enterprise compliance requirements

💳 Pricing

Arria is a Paid enterprise platform. Pricing is arranged directly with the vendor based on deployment scope, and a live demo is available on request. There is no public free tier.

Who Is It For

Arria suits enterprises in financial services, banking, insurance, healthcare, retail, and government that produce high volumes of recurring, data-driven reports and need them automated without sacrificing accuracy, governance, or compliance.