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
Dreamer self-evolution framework for coding agents
Automatic capability evolution based on team interactions
Automated schema discovery (original, discontinued)
Intelligent data mapping suggestions (original, discontinued)
Data quality validation (original, discontinued)
Automated dbt code generation (original, discontinued)
Legacy ERP integration (original, discontinued)
Custom database integration (original, discontinued)
Messy schema handling (original, discontinued)
