AI-Powered Statistical Decision Engine

From Data to Decisions
โ€” Instantly.

Upload a dataset, ask a question in plain English, get ranked insights and real-time simulations โ€” without statistical expertise.

๐Ÿš€ Launch to Appโ†’

The Problem

Current tools weren't built for decision-makers โ€” they were built for statisticians.
๐Ÿงฉ

Tools Are Too Complex

SPSS and SmartPLS require hours of statistical training before producing any insight. You shouldn't need a PhD to understand your data.

๐Ÿ“Š

Output โ‰  Decision

Traditional tools return p-values and coefficient tables. Users cannot translate numbers into business actions without expert help.

๐Ÿ”ฎ

No Simulation

No lightweight tool lets a non-expert ask 'What happens if I improve Trust by 20%?' and get an instant, quantified answer.

The Solution

One screen. One question. One decision.
๐Ÿ’ฌ

Ask Anything

Type a question in plain English โ€” 'What affects retention?' โ€” and get a clear, ranked answer. No configuration, no menus.

๐Ÿค–

Auto Statistical Modeling

AI automatically selects the right model (OLS Regression or PLS-SEM) based on your data structure. You never choose.

๐ŸŽฎ

Simulate Decisions

Drag a slider to change a variable by ยฑ50%. See the predicted impact on your target outcome instantly โ€” like a decision simulator.

How It Works

1

Upload Your Data

Drag and drop an Excel or CSV file. Add optional Word/PowerPoint context.

2

Ask a Question

Type a natural-language question like "What drives customer retention?"

3

AI Selects the Model

The system auto-selects OLS Regression or PLS-SEM based on your data structure.

4

Get Ranked Insights

See the top drivers, a one-line summary, and an actionable recommendation.

5

Simulate Changes

Drag a slider to test 'what-if' scenarios and see predicted impacts in real time.

Why SOTA StatWorks?

FeatureSOTA StatWorksSPSSSmartPLSGeneric AI
Natural language queryโœ…โŒโŒโœ…
Real statistical modelsโœ…โœ…โœ…โŒ
Auto model selectionโœ…โŒโŒโŒ
What-if simulationโœ…โŒโŒโŒ
No setup requiredโœ…โŒโŒโœ…
Business-language outputโœ…โŒโŒโœ…
One-screen interfaceโœ…โŒโŒโŒ

Built With

โšก
FastAPI
Python backend
โ–ฒ
Next.js
React frontend
๐Ÿง 
GPT-5.4
AI insight engine
๐Ÿ“
NumPy/SciPy
Statistical core
๐Ÿ”
Clerk
Authentication
๐Ÿ—„๏ธ
Supabase
Metadata DB
โ˜๏ธ
Cloudflare R2
Object storage
๐Ÿš€
Vercel
Frontend hosting

Our Team

Phรบ Nhuแบญn Builderร—SOTA Works

Phรบ Nhuแบญn Builder ร— SOTA Works

Building AI-powered decision tools that make statistics accessible to everyone.