Agentic AI for Mission Critical Reporting
Language Automation With Zero Tolerance for Error
Agentic AI for Mission Critical Reporting
Language Automation With Zero Tolerance for Error
Accuracy Powers Trust.
Trust Enables Full Automation.
Automation Delivers ROI.
Arria Intelligence transforms complex data into trusted, decision-grade performance reporting. Arria’s hybrid architecture begins with deterministic data-to-text and follows with probabilistic text-to-text using the LLM of your choice — all within a fully governed environment suitable for enterprise compliance and report automation.
• 100% accuracy, 100% of the time
• Lower operating costs and measurable ROI
• Governed AI architecture you control
Proven, in production across Fortune 100 companies and government agencies worldwide.
Automate with confidence. What previously took weeks to produce can now be done in seconds — with accuracy and control — to drive measurable ROI.
Empower your executives, portfolio managers, analysts, and compliance officers, with timely, insightful information to improve outcomes.
Converging the Best
of Both Worlds
Arria’s deterministic analytic-language engine transforms structured data into factually accurate, decision-grade language using transparent, mathematical reasoning.
Where summarization, explanation or conversational interaction is required, Arria seamlessly orchestrates the probabilistic LLM of your choice — all within a governed enterprise framework.
Arria Intelligence integrates seamlessly into your existing reporting system adding automation that delivers proven ROI.
Analytic Agents generate performance reports in seconds — with accuracy, consistency, and full control.
Deployment ready. Token cost minimized.
Process Automation
Your workflow.
Leverage the Arria platform to build and orchestrate agents you control, provide input data and, through a JSON or CSV payload, receive your customized narratives securely over HTTPS. Consume narratives where, however you wish.
Business Intelligence
Your dashboard.
Dynamically interact with your data through various insight lenses: key drivers, variance, trends, and more. Go beyond visuals — access all underlying data to generate narrative insights and report summaries — on demand.
Arria Inside
Your product.
Arria Connect (SDK) adds advanced natural language agents to your existing product or platform, adding data-driven insightful summaries as a native feature providing AI that is already proven to add additional value and improved user experience.

The best of both deterministic and probabilistic language generation in one governed agentic AI environment
Deterministic analytic-language agents provide facts derived mathematically to create reliable narratives. Probabilistic (LLM) task agents assist with non-numerical content.
Live Demo — See Arria in Action
See how Arria’s Generative AI and Agentic AI language platform can immediately impact operational efficiencies & cost-savings.


Leverage the power of language — all in one place
When automating data-driven language generation, users are aware of the trust profile of each of the language types being consumed to ensure AI is always fully governed.


Visible Accuracy. Enterprise Trust. Measurable ROI.
Experience the Value of Arria — Turn Your Data Into Reports, 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
Deliver decision-grade language automation at enterprise scale.

Financial Services
INVESTMENT PORTFOLIO
Automate fund commentary and multi-class investment performance reporting

Banking / Insurance
COMPLIANCE AND RISK
Automate mission-critical credit and risk memos, ESG, compliance and regulatory reporting

Health Care / Pharma
OPERATIONS
Automate operational, logistics, safety, resource tracking and performance reporting

Retail
SALES PERFORMANCE
Automate global sales reporting at a regional, executive and store manager level

Government
FINANCE AND BUDGET
Automate financial and budget (Justification Books) — deploy trusted actionable intelligence
Trusted by Industry Leaders

