Arria Technology Partners
Join the Ecosystem
Arria Intelligence adds analysis and natural language reporting to the technology your organization already uses. We help turn business data into clear explanations that can be embedded in existing applications and workflows. BI platform providers can also embed Arria’s capabilities within their own products through OEM partnerships.
Data Warehouses
Make warehouse data useful to wider business audiences. Arria Intelligence turns selected data into readable reports explaining performance, quantifying changes, and highlighting exceptions. Teams define measures, comparisons, and reporting rules, ensuring commentary reflects how businesses evaluate results. We connect to approved tables through warehouse connectors. Selected data becomes versioned datasets in Arria, with refresh schedules and quality checks controlling when new information is ready. Configured Agents analyse datasets and generate narrative for reports or connected applications, giving users repeatable explanations based on identifiable source data versions. Users can run queries in warehouse tooling and call Arria APIs with results, obtaining explanations embedded directly into reporting or analytical workflows.
Business Intelligence
Give dashboard users clear explanations alongside charts. Arria adds narrative describing what changed, how results compare with targets, and which segments contributed most to movements. This helps readers understand findings and focus investigations while reducing commentary analysts write for recurring reports. We create integrations inside BI tools giving users intuitive ways to request explanations from dashboards and read results alongside charts. Integrations send selected data and reporting settings to Arria APIs, embedding returned narratives and structured findings in BI experiences. Passing filtered data keeps explanations aligned with selected views while presentation fits host tools. OEM partnerships let BI providers embed this technology, offering narrative explanations that help customers interpret results and investigate important changes.
Data Integration
Extend data pipeline value by turning prepared data into business explanations. Arria uses integration outputs to produce recurring performance commentary, exception summaries, and operational briefings. Teams receive readable accounts of results as part of reporting workflows with consistent definitions and significance rules. Connect data integration platforms and sources to Arria quickly, simplifying data access and field mapping to reduce custom integration work needed. Once pipelines complete, they supply prepared data through Arria APIs or connected warehouses. Integrations map required fields and invoke appropriate Agents when data is ready, returning structured findings and narratives that downstream applications embed in reports or operational screens while pipelines manage extraction.
Agent Orchestration
Give AI assistants and agent workflows access to specialist business analysis. Arria analytical Agents apply explicit calculations and reporting rules to produce structured findings with readable explanations. Orchestrators use these results to answer business questions or support wider tasks, with numerical analysis grounded in selected data and configured methodology. Supported orchestration platforms discover and invoke Arria Agents through Model Context Protocol, while integrations call authenticated APIs. Requests identify authorised datasets and required settings. Arria returns results or run references for later retrieval. Orchestrators use findings in next steps and embed narratives in assistant responses or application views while enforcing access controls to datasets, results and internal Agents safely.
Enterprise Applications
Bring business explanations into applications people use to manage work. Arria turns permitted finance, customer or operational data into relevant summaries, helping users understand accounts, review performance or investigate exceptions. Reports tailor content to reader responsibilities using terminology and thresholds agreed by businesses. Integrations supply records through supported application connectors or Arria APIs using extracted data. Fields map to Agent requirements, and applications request analysis for relevant scopes. Returned narratives embed directly in record views, operational dashboards and reports with presentation adapted to host interfaces. Users read explanations in context while applications retain control of subsequent transactions, approvals, workflows, data security policies and user permissions.
Collaboration Tools
Put clear business briefings where teams discuss performance and agree on next steps. Arria generates summaries shared in team conversations, workspaces, and meeting materials, helping colleagues work from consistent explanations of data. Recurring briefings highlight significant movements and exceptions with detail and language suited to audiences. Integrations built on Arria APIs request reports and embed returned narratives in messages, workspace pages, or supported app panels where teams collaborate. Conversational interfaces supporting Model Context Protocol (MCP) invoke authorized Arria Agents to answer questions about available datasets. Connected applications control presentation, posting schedules, and sharing permissions, ensuring communication channels remain secure, structured, highly relevant, accurate and easily accessible.
Robotic Process Automation (RPA)
Add useful written explanations to automated processes. Arria helps robotic process automation workflows turn collected data into summaries of outcomes and exceptions. Reporting bots generate commentary explaining variances, identify results meeting agreed thresholds and prepare readable accounts for reviewers. Bots call Arria APIs with required data or authorised dataset references and Agent settings, checking run status and retrieving structured findings and narratives when processing completes. Automations use findings in routing rules and embed explanations in case records, generated documents or review screens. Workflows retain control of subsequent actions and approvals while Arria provides analysis and language generation, streamlining robotic data tasks reliably.
