Build an AI-Powered Business Intelligence Dashboard
Create an intelligent BI dashboard that uses natural language queries to explore databases, generates automated insights with LLMs, and visualizes data with interactive charts.
Natural Language to SQL
Convert business questions into database queries using AI
Purpose-built GenBI engine that translates natural language questions into SQL queries across any database, with semantic modeling layer for business context
Flexible agent framework with SQL toolkit and chain-of-thought prompting for complex multi-step analytical queries
Strong document and structured data querying capabilities with built-in SQL integration and retrieval pipelines
Data Infrastructure & Storage
Store, index, and retrieve structured business data and embeddings for semantic search
Lightweight data explorer supporting Postgres, MySQL, and SQLite with a clean UI — ideal for inspecting and validating BI data sources
Embedding database for storing vectorized business metrics and enabling semantic similarity search across reports and KPIs
Production-grade vector database with hybrid search combining keyword and semantic retrieval for complex business data lookups
AI Orchestration & Insight Generation
Orchestrate LLM calls to generate summaries, detect anomalies, and produce actionable insights from query results
Production-ready agentic workflow platform with visual pipeline builder — ideal for chaining data retrieval, analysis, and insight generation steps without heavy coding
Visual flow-based AI orchestration that lets non-engineers build and iterate on insight-generation pipelines with drag-and-drop
Programmatic framework for optimizing LLM prompts — useful for tuning summarization and anomaly detection modules for higher accuracy
LLM Observability & Cost Control
Monitor AI query performance, track token usage, and ensure reliable dashboard responses
Open-source LLM observability with tracing, cost tracking, and prompt versioning — essential for debugging slow or inaccurate BI responses
AI observability and evaluation platform with built-in experiment tracking for comparing different query strategies and model outputs
One-line integration for LLM cost monitoring and request caching — reduces API spend on repeated dashboard queries
Interactive Chat Interface
Provide a conversational UI where business users ask questions and receive visual answers
Build conversational AI interfaces in minutes with built-in support for streaming, charts, and data tables — perfect for a chat-driven BI experience
Feature-rich AI chat interface supporting multiple backends, with file upload and rich rendering for sharing data visualizations
Polished chat UI with plugin ecosystem and multi-model support — can serve as the dashboard frontend with custom BI plugins