Arria NLG Platform Overview
Arria NLG (Natural Language Generation) is a cutting-edge artificial intelligence platform that transforms complex data into rich, insightful, and human-like narratives. Here’s a detailed look at what the product does and its key features.
What Arria NLG Does
Arria NLG is designed to replicate the human process of analyzing structured data and communicating insights in a natural language. The platform uses advanced algorithms and modeling in computational linguistics and data analytics to analyze large and diverse datasets. It then generates personalized, actionable reports at a massive scale and speed, making it an invaluable tool for various industries such as financial services, life sciences, consumer goods, and government.
Key Features and Functionality
Data Ingestion and Analysis
Arria NLG ingests data from multiple, complex data streams and analyzes it using its proprietary Articulate Analytics. This advanced language-based AI analytics can derive insights from raw data as well as from insights already extracted by other AI applications. The platform can handle higher data rates and reduce the complexity of data models through its External Memory Interface.
Natural Language Generation
The platform generates narratives that are indistinguishable from those written by human subject matter experts. These narratives can be delivered in various formats, including reports, explanations, summaries, and even visualizations and tabulated reports. The narratives are tailored to the audience, ensuring they are written in an appropriate voice and style.
Integration and Deployment
Arria NLG features a RESTful API architecture, allowing seamless integration with a variety of systems and data formats. This architecture enables stateless transactions encrypted via TLS, ensuring no sensitive data is persisted. The platform supports multiple deployment options, including public cloud and dedicated servers, to maximize security and flexibility.
Arria Studio and Author
- Arria Studio: This is the core data-to-text tool that transforms structured data into insightful narratives. It is the world’s first true NLG tool for developers, enabling them to create and customize narratives from scratch.
- Arria Author: This component allows for human-authored or language model-generated context, adding a layer of personalization and accuracy to the generated narratives.
Arria Answers
Arria Answers is a conversational AI platform that integrates with business intelligence dashboards and other systems like Amazon Alexa. It provides real-time access to key insights from data using natural, spoken language, with true multi-turn drill-down capability to maintain conversational context.
Arria Connect and SDK
- Arria Connect: This integration SDK allows other technology platforms to connect seamlessly via direct API calls. It includes pre-built libraries to accelerate NLG development and embedding NLG add-ins in BI tools or dashboards.
- Arria Connect Headless API: For scenarios where a UI is not needed, this subset of the SDK provides an accelerated path to call custom or out-of-the-box projects.
Industry-Specific Solutions
Arria offers specialized solutions such as:
- Arria for BI: Augments visual analytics with rich NLG narratives across major Business Intelligence platforms.
- Arria for RPA: Integrates with Robotic Process Automation platforms to enhance automation with automated NLG reporting.
- Arria for Excel: Adds NLG capabilities to Excel, enabling users to generate detailed narratives from large datasets within minutes.
Security and Reliability
The platform ensures deterministic, rules-based technology for consistent and reliable results. It provides secure, personalized insights tailored to every level of the organization, with reports that scale and adapt to user needs.
Benefits
Arria NLG enhances decision-making by providing instant, actionable insights. It automates financial planning analysis and operational reporting, freeing users to focus on strategic decision-making. The platform also offers significant time savings, task automation, and a high return on investment, as highlighted in the Total Economic Impact study by Forrester.