Features
Natural language data analysis (vibe analytics)
Multi-agent orchestration for complex workflows
Deep Analysis 5-step process (ask, plan, execute, synthesize, recommend)
Automated interactive chart generation (Plotly, Matplotlib, Seaborn)
Advanced analytics: time series, trend identification, predictive modeling
Data cleaning and preprocessing (handle missing values, transformations)
Statistical modeling and machine learning (Scikit-learn, XGBoost, Statsmodels)
CSV/Excel file upload support
API connectors to marketing CRMs and databases
LLM-agnostic: works with OpenAI, Anthropic, Google, Groq, DeepSeek
On-premise deployment for data privacy
Open-source (MIT license) with GitHub codebase
Smart agent selection via @mentions
Export and share insights with team
Natural language querying for instant insights
AI Dashboard Generator with customizable themes
Data transformation: clean, merge, filter, reshape
Text analysis: sentiment detection, keyword extraction, translation
Scheduled reporting with Playbooks
Code transparency: view and export Python, SQL, R code
AI SQL Query Generator from natural language
AI Chart Maker and Spreadsheet Generator
PDF to Excel and bank statement to Excel converters
Web scraping from any website
Embeddable analytics chat with iframe
Knowledge Base for improved SQL accuracy
Row-level security for database connections
Data connectors: Google Sheets, BigQuery, Snowflake, MySQL, PostgreSQL, Supabase, MSSQL, and more
Data Explorer with curated datasets
