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Accuracy Matters Delivering Mission Critical Generative AI Language Automation for Enterprise TABLEAU USERS: Arria continues to support customizable Natural Language data stories, on-prem The Most Advanced AI Technologies in One Language Platform Serving Fortune 1,000 companies and government with Natural Language Generative AI applications where accuracy, consistency, security, trust, and control are mandatory. Accurate Our advanced AI solution automates financial planning analysis and operational reporting, freeing you to focus on strategic decision making. Reliable Deterministic, rules-based technology ensures consistent, reliable results you can trust while boosting efficiency, and empowering your team. Secure Get instant, personalized insights tailored to every level of your organization, with reports that scale and adapt to your needs. The Arria Language Platform Turning data into easy-to-understand AI-generated narratives in your desired presentation layer. The Arria Language Platform is versatile, combining Generative AI, LLM’s, and Agentic AI with Arria Studio, Arria Author, and Arria Answers. Arria Studio, a core data-to-text agent design tool, transforms structured data into insightful narratives. Arria Author allows for human-authored or language model-generated context. Arria Answers leverages Studio and language models to interpret queries and provide concise, data-driven responses. The platform’s modular architecture enables customers to select and combine components to suit their specific use case, making it a powerful and flexible Generative AI solution. The Arria Difference Arria’s unique approach to generative AI leverages our foundational deterministic, rules-based platform and large language models to deliver the most holistic solution. ✓ Automated Narratives ✓ Scalable Productivity ✓ Controlled Environment ✓ Reduced Costs ✓ Process Automation ✓ Self-serve analytics Arria makes it easy to get started with configurable narratives in minutes. Automated narratives provide value quickly and can scale throughout the enterprise. This makes generative AI accessible while adhering to your corporate AI governance standards. Experience the Value of Arria — Turn Your Data Into Words, Instantly The Total Economic Impact™ of Arria Natural Language Generation, authored by Forrester, details how Arria improved customer acquisition and retention, enabled a higher volume of business, or improved decision-making for each organization it interviewed. 209 Return on Investment Forrester Research found that businesses who employed Arria NLG saw an average ROI of 209% over the course of only three years 80 Task Automation Implementing NLG into your business workflow enables the automation of up to 80% of mundane and repetitive tasks, increasing productivity 60 Time Savings Natural Language Technology reduces the time to complete low-level tasks by 60%, allowing your team to focus on high-priority ones instead Read the Forrester Report Hear From Industry Experts Enterprise Reporting Leverage your data to automate reports at scale that your organization can trust. Explore Use Case > Financial Services Streamline the investment analysis process, automating investment commentary. Explore Use Case > Life Sciences Automate operational reporting while meeting stringent governance policies. Explore Use Case > Consumer Goods Monetize data through automated reporting for all organizational levels. Explore Use Case > Government Empower government officials with accurate, time-sensitive actionable intelligence. Explore Use Case > Trusted by Industry Leaders Arria Process Automation Natural language for your existing workflowUse our RESTful API to action agents you control, provide input data and, through a JSON or CSV payload, receive your customized narratives securely over HTTPS. Consume narratives wherever, however you wish (Word/PDF/PP/Custom). Arria for Business Intelligence Natural language agents for your performance dashboardsDynamically interact with your data via various lenses: summary, key drivers, and details. Go beyond visuals and access all underlying data. Automate expert-level narrative insights as if written by your top analyst. Arria Inside Your Product Natural language to enhance your product or platformArria Connect (SDK) adds advanced natural language generation agents to your product or platform, adding data-driven insightful summaries and providing additional value and improved user experience. "A World Leader in Natural Language Generation" Arria NLG is a world leader in Natural Language Generation. Natural language generation and artificial intelligence will be a standard feature of 90% of modern BI and analytics platforms. Whereas visual data discovery made analytics easier for business analysts, the focus of augmented analytics is making it easier for business consumers to get answers. "Most Comprehensive NLG Platform" Arria is a leader with robust writing automation and analytics capabilities. We found Arria’s writing automation capabilities to be the most comprehensive among all participants. Its founders have written definitive books on NLG and hold dozens of patents on the technology... If your writing automation and NLG for analytics call for top-of-the-line capabilities with a comprehensive IDE, and a myriad of rules and templates, Arria is a perfect fit for you. "Out-of-the-Box NLG Narratives Are a Huge Win" “Arria’s Excel add-in provides huge insight and internal efficiencies through its easy-to-use narrative configurator. After ingesting large volumes of company data to be analyzed, all it took was some simple pivot table prep and Arria’s NLG add-in and within minutes, we had detailed narratives highlighting key trends in the data, assisting the due diligence professional to refine question lists and significantly reduce report writing time. Arria's product is a first of its kind, and for the finance professional with no/low-code experience, the out-of-the-box NLG narratives are a huge win!” Live Demo — See Arria in ActionSee how Arria’s Generative AI and Agentic AI language platform can immediately impact operational efficiencies & cost-savings. Request a Demo As seen featured on --- Learn how companies achieve 209% ROI — Download the latest Forrester Total Economic Impact (TM) study of NLG Natural Language Technology for Every Use Case Designed for Language. Turning data into words you understand. Arria NLG Studio Arria for BI Arria for Excel Arria Apps Arria Answers Arria Connect Arria Ping ARRIA FINANCE ANALYST Deliver financial reporting with ease and accuracy —60% time savings reported ARRIA SPORTS WRITER Amplify fan engagement “in the moment” —Personalized content automation ARRIA INVESTMENT ANALYST Slice and dice data from multiple lenses, on-the-fly —Dynamic grouping made possible ARRIA PING ANALYST Know what you need to, before you need to know it —Leverage predictive analytics "A World Leader in Natural Language Generation" Arria NLG is a world leader in Natural Language Generation. Natural language generation and artificial intelligence will be a standard feature of 90% of modern BI and analytics platforms. Whereas visual data discovery made analytics easier for business analysts, the focus of augmented analytics is making it easier for business consumers to get answers. "Most Comprehensive NLG Platform" Arria is a leader with robust writing automation and analytics capabilities. We found Arria’s writing automation capabilities to be the most comprehensive among all participants. Its founders have written definitive books on NLG and hold dozens of patents on the technology... If your writing automation and NLG for analytics call for top-of-the-line capabilities with a comprehensive IDE, and a myriad of rules and templates, Arria is a perfect fit for you. "Out-of-the-Box NLG Narratives Are a Huge Win" “Arria’s Excel add-in provides huge insight and internal efficiencies through its easy-to-use narrative configurator. After ingesting large volumes of company data to be analyzed, all it took was some simple pivot table prep and Arria’s NLG add-in and within minutes, we had detailed narratives highlighting key trends in the data, assisting the due diligence professional to refine question lists and significantly reduce report writing time. Arria's product is a first of its kind, and for the finance professional with no/low-code experience, the out-of-the-box NLG narratives are a huge win!” Live Demo — See Arria in ActionSee how Natural Language Technology can immediately impact operational efficiencies and cost-savings. Request a Demo As seen featured on --- Learn how companies achieve 209% ROI — Download the latest Forrester Total Economic Impact (TM) study of NLG Arria Studio The most flexible, self-use generative AI authoring platform Watch the Video Thinks like EinsteinWrites like ShakespeareWorks at AI speed NLG Studio An Overview of NLG Studio Learn about Arria NLG Studio, our platform for building custom NLG applications Watch Video NLG Studio Creating Custom Variables Learn about creating custom variables for your custom NLG Studio projects Watch Video NLG Studio Tips & Tricks Studio Runner Discover how to use Studio Runner from within Arria NLG Studio Watch Video The world’s most advanced configurable, self-use generative AI and agent design platformArria Studio transforms structured data into natural language. Through algorithms and modeling, it replicates the human process of expertly analyzing and communicating data insights—dynamically turning data into written or spoken narrative—creating an AI agent that works and can be relied on at massive scale. The ability to access key information in near real-time, communicated as if written by your company’s top analysts—at AI writing-speed—is truly astonishing. Never Write a Report Again Reports that previously took expert analysts thousands of man hours to produce can now be done in seconds thanks to Arria’s Generative AI Language Platform. Freed from Mundane Tasks Free your analysts! Gain greater operational efficiencies across your enterprise by augmenting analytics with Arria agents. Data Understanding on Demand Automate the ability to turn volumes of data into written reports, explanations, and summaries as if written by an expert. The Most Advanced Language Platform in the World“Arria has the most advanced language platform in the world. The strength, scalability, and flexibility of Arria’ NLG’s technology is truly unparalleled, and the white-glove service they provide empowers us to deliver intelligent content automation solutions quickly and easily.” — Olivier Mégean, President, DEMAIN.AI View All Use Cases Experience a Demo Expedite Success With Arria’s Partner ProgramDiscover All of Arria’s Partners > As seen featured on --- Learn how companies achieve 209% ROI — Download the latest Forrester Total Economic Impact (TM) study of NLG Bringing together human knowledge, deterministic, and optional probabilistic language models — in one secure platform Arria Author+ empowers the modern author to write intelligent narratives, leveraging the power of Arria Author and large language model summaries from trusted sources. See it in Action The Modern Author It’s more than just a tool—Arria AuthorTM is your Agentic AI-powered partner in language automation. It delivers unparalleled insights that drive your business forward by combining the reliability of deterministic language models, your human knowledge, with the ability to add the expansive capabilities of large language models. Discover a new way to accelerate automating language with three powerful capabilities to choose from—all within a single canvas to increase author productivity and report accuracy. Incorporate deterministic rules-based, data-driven output from Arria Studio, allowing for human and AI collaboration Integrate carefully crafted, domain-specific content authored by human experts to enhance accuracy and credibility Add contextually relevant LLM summaries derived from your data, approved sources, or internal data you trust Arria’s language automation methodology is critical to ensure enterprise adoption, report accuracy, and compliance with AI governance. Delivering precise data-driven narratives, as the first crucial step as well as human authored commentary to provides insights not found in the data. Users can also choose to leverage LLM functionality to summarize approved content and help authors carefully explore approved data sources, such as new articles or internal documents that are relevant to the data within the report. Feature Comparison Arria Author combines language automation, with human-authored commentary. Arria Author+ adds the ability to leverage LLM technology. Arria Studio (Custom Narratives) ✓ ✓ Arria Out-of-the-Box (Pre-Built Narratives) ✓ ✓ Human Authored Narratives ✓ ✓ Large Language Model (LLM) Summaries — ✓ Arria Answers (LLM) Chat Assistant — ✓ Human knowledge, deterministic, and probabilistic language automation, in one secure platform Arria Assist The Arria AssistTM orchestration and administration layer brings the latest advances in Generative and Agentic AI to enterprise use cases where it can be used responsibly by even the most stringent compliance environments. By using deterministic language generation for complex analytics and guided data-driven queries, we eliminate LLM math errors and irrelevant user prompts. Contextual Relevance is automatically derived from data-driven narratives and/or documents. Arria Assist Orchestrator: Advanced Prompt Engineering Retrieval augmentation Control, traceability, guardrails Contextual relevance for improved quality and accuracy Admin Functionality: Select document sources API key management Persistence management User-controlled editing for maximum flexibility Watch the Full Demo Key Features AI-Enhanced Insights Leverage the latest large language model technology to enhance your data-driven narratives, providing deeper context. Unparalleled Accuracy Rules-based, deterministic language models ensure reliable and trustworthy insights are generated by your data. Intelligent Data Analysis Pre-built deterministic language models analyze your data and automatically generate fact-based narratives, identifying key insights. Customizable Output Human experts can easily add and edit approved narrative content for all your company’s specific reporting needs. Dynamic Generation Clear, concise, and contextually rich narratives that explain your data in real time, adapting as your data changes. Time-Saving Automation Focus on strategic decision-making by automating the time-consuming human process of narrative creation. Collaborative Workspace Intuitive interface allows multiple users to refine and enhance generated narratives, ensuring comprehensive, accurate reports. Scale Your Reporting Easily generate thousands of reports without compromising quality or depth of insights with data-driven automated narratives. Remain Compliant With built-in auditing features and a human-in-the-loop approach, maintain full control and traceability of your narratives. Seamless Integration Effortlessly integrate with your off-the-shelf data analytics dashboard or proprietary platform with Arria Connect. Getting Started is Fast & Easy Request a Demo