The End-to-End Platform for Causal Analysis

Every feature in Allye, from data connection to our AI assistant, is designed with one purpose.
To help you move beyond correlations and uncover the true "why" with confidence.

Causal Inference Core Engine

From Advanced Stats to Machine learning and Causal Inference Analysis , Allye supports various analytics

Our dedicated regression/classification widgets provide a complete interactive modeling environment.
Generated python code with Notebook visualization
Propensity Score Matching
Causal Tree / Causal Forest
Machine Learning
Cross Validations
Various Clustering

Data load

Drag files, connect to your databases and Google Sheets, and pull any data directly into your Python notebook

Bigquery, Redshift, MySQL, Postgresql, SQL server
Google sheet, csv, xlsx, tsv and others

Transform & Visualize

Handle routine prep with no-code nodes, and tackle any custom logic with AI-generated Python.

Filter, Extract, Aggregations, Merge, Sampling, Impute, Preprocess pipeline nodes for frequent ETL tasks
Bar plot, Box plot, Histogram, Scatter plot, Time series and lots other visualization nodes
Seamlessly connected Python jupyter notebook for custom logic / visualization
Bar plot
Line Plot
Pivot Table
Preprocess pipeline
AI generated Custom Python Codes & Visualizations

AI Assistant

Node Builder - Automatic workflow generation and loops on errors
Understand Data and Variable Types
Node & Python generation and Execution
Loop on Errors
AI Reporting and Chat
Help interpret statistical results
Ask node usage and detail specs