Introducing NBI.AI Agents: The Future of Agentic Analytics with Narrative BI

At Narrative BI, we're pioneering a generative, agentic analytics approach to business intelligence – think "Cursor for your data." Our multi-agent framework transforms raw data into proactive insights, powerful analytics, and seamless workflows through natural language conversations.

• Multiple Specialized Agents: Our suite includes dedicated agents for anomaly detection, data connection, insight generation, and data exploration, each optimizing specific analytical tasks.
• Proactive Monitoring: AI Agents continually track your data around the clock, instantly detecting anomalies and significant changes.
  
• NBI.AI Insights: AI-generated insights offer comprehensive analysis, practical recommendations in natural language, clear reasoning, safeguards against inaccuracies, and detailed explanations of impactful events.
• ‍Natural Language Interaction: Have conversations with your data directly within sources like GA4, Google Ads, HubSpot, Salesforce, Facebook Ads, Google Search Console, and custom integrations.

NBI.AI is advancing its analytical capabilities through an innovative multi-agent framework that fundamentally transforms how users interact with their business data:

The framework employs specialized AI agents working as a “crew” to deliver comprehensive analytics:

• SQL Agent: Translates natural language into precise database queries, enabling business users to access insights without technical expertise.
• Data Connection Agent: Facilitates seamless integration with various data sources.
• Insight Generation Agent: Transforms raw query results into actionable business recommendations and narratives.
• User-Facing Agentic Workflow: Personalizes the output format based on specific user preferences (visualizations, presentation generation, trend forecasting, report generation).

This architecture establishes a conversational interface to data, allowing users to engage directly with their information assets through natural dialogue rather than technical query languages.

Universal Data Access Through SQL Foundation: By leveraging SQL as the foundational layer, NBI.AI achieves remarkable flexibility:

• Seamless Data Handling: Automatically converts uploaded files and spreadsheets into queryable SQL tables.
• Native Database Connectivity: Connects to existing data warehouses with minimal configuration requirements.
• Consistent Interaction Patterns: Maintains uniform query mechanisms regardless of the original data source.

Integration Efficiency: The architecture streamlines the incorporation of new data sources:

• Data source → ETL connector → SQL representation → Agent accessibility.
• This approach eliminates the need for custom connectors while maintaining consistency.

Enhanced Accuracy Through Proprietary Techniques: The SQL Agent achieves 82-87% accuracy on complex queries through:

• LLM-powered SQL generation with robust validation protocols.
• Automatic error correction and query refinement mechanisms.
• Domain-specific optimization for business analytics scenarios.
• Advanced hallucination mitigation techniques.

The AI Data Analyst agent from Narrative BI now goes beyond preparation and cleaning:

• Generates insightful visualizations.
• Conducts predictive trend forecasting.
• Automates report and presentation creation.
• Available directly within data narratives, and data source view

• An international marketing agency used the AI Agents to discover their most successful campaigns, allowing them to shift budgets and achieve a 15% increase in ROI.
• An e-commerce brand leveraged the analysis of their organic content to identify top-performing keywords, leading to a significant improvement in their SEO rankings.
• A SaaS company utilized the insights from customer feedback trends to refine their marketing messages, resulting in a 10% uplift in customer engagement.

We envision a world where multiple intelligent agents seamlessly collaborate, each specializing in distinct analytical tasks, making complex data insights accessible to every team member, regardless of technical skill.

With Narrative BI’s agentic analytics, your data works proactively for you, turning insights into immediate, clear, and actionable narratives.

Curious to experience agentic analytics firsthand? Explore the future of BI today!