AI Agent Platforms

Platforms

From web-based statistical consulting agents to desktop-grade StatIDE, UDI productizes method selection, model diagnostics and delivery workflows.

StatConsultAI

Statistical Consulting Agent Platform

An end-to-end intelligent workflow for requirement understanding, data diagnostics, method recommendation, code execution and report generation.

Method knowledge base
Workflow memory
Code execution engine
Automated reporting
StatIDE

Internal Modeling Agent Client

A customized statistical analysis workbench that connects code, data, diagnostics and reports for analysts.

Smart data profiling
Method recommendation
Automatic diagnostics
Project memory

StatConsultAI

Statistical Consulting Agent Platform

An end-to-end AI workflow for consulting and project delivery

01

Understand

Translate business questions into analytical goals, variables and delivery boundaries.

02

Orchestrate

Call statistical knowledge, Python/R executors and diagnostic tools based on data context.

03

Deliver evidence

Organize analysis, charts, conclusions, risks and reproducible records.

StatIDE

StatIDE Modeling Agent

One workspace connecting data, models, knowledge and reports

01

Context aware

Understand data, code, runtime results and project history—not just code completion.

02

Proactive diagnosis

Check assumptions, residuals, collinearity, anomalies and model stability.

03

Team memory

Record method choices, transformations and decisions for handoff and review.

Workflow

A professional agent loop from data to reports

01

Profile data

02

Recommend methods

03

Generate code

04

Diagnose models

05

Deliver reports

06

Replay decisions