Stratify – Corporate AI Strategy Advisor

Stratify is an AI-powered corporate consulting platform that helps organizations evaluate their AI readiness, predict business outcomes, benchmark against industry standards, and generate executive-level strategic transformation reports.

The platform combines Machine Learning, Large Language Models, Industry Benchmarking, and Progress Tracking to provide actionable insights for organizations pursuing AI transformation.

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Live Demo

https://stratify-livid.vercel.app

Features

AI Readiness Assessment

Evaluate organizational AI maturity through key business and operational indicators.

Business Outcome Prediction

Machine Learning models predict:

• Revenue Impact
• Cost Savings
• Productivity Gain
• ROI (Return on Investment)
• Success Probability

Executive Report Generation

Automatically generates consulting-style reports containing:

• Executive Summary
• Current AI Position
• Prediction Analysis
• Strengths Analysis
• Risk Assessment
• Improvement Opportunities
• Strategic Roadmap
• Success Probability Analysis
• Industry Benchmark Narrative

Industry Benchmarking

Compare organizational performance against:

• Industry Averages
• High Performing Organizations
• AI Adoption Benchmarks

Strategic Roadmaps

Receive phased implementation plans covering:

• Foundation & Quick Wins
• Scaling Initiatives
• Optimization & Innovation

Progress Tracking

Track historical assessments and monitor AI transformation progress over time.

AI Assistant

Interact with Stratify AI to understand reports, recommendations, and strategic insights.

Authentication System

Secure user registration and login functionality with protected routes.

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Tech Stack

Frontend

• Next.js
• React
• TypeScript
• Tailwind CSS
• Recharts
• Framer Motion

Backend

• FastAPI
• Python
• Pydantic
• JWT Authentication

Machine Learning

• Scikit-Learn
• XGBoost
• CatBoost
• Joblib

Database

• MongoDB

AI & Report Generation

• OpenAI API
• Custom Recommendation Engine

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Project Architecture

User Assessment Input ↓ Feature Engineering ↓ Machine Learning Models ↓ Predictions Generated ↓ Benchmark Analysis ↓ LLM Report Generation ↓ Interactive Dashboard & Reports

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ML Outputs

The platform predicts:

• Revenue Impact
• Cost Savings
• Productivity Gain
• ROI
• Success Probability

Additional business metrics include:

• AI Adoption Level
• Automation Rate
• AI Maturity Score

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Report Sections

Each generated report contains:

1. Executive Summary
2. Current AI Position
3. Prediction Analysis
4. Strengths
5. Risks & Weaknesses
6. Improvement Opportunities
7. Strategic Roadmap
8. Success Probability Analysis
9. Industry Benchmark Narrative

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Installation

Clone Repository

git clone https://github.com/Amritansu007/Stratify.git
cd Stratify

Backend Setup

cd backend

python -m venv venv

venv\Scripts\activate

pip install -r requirements.txt

uvicorn main:app --reload

Backend runs on:

http://localhost:8000

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Frontend Setup

cd frontend

npm install

npm run dev

Frontend runs on:

http://localhost:3000

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Team

Frontend Development

Amritansu Singh

Backend Development

Rajarajan Kannan

Machine Learning

Ayush Bidwai

LLM & Report Generation

Baani Arora

Deployment and Documentation

Vooka Sai Siddharth

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Project Goal

Stratify aims to bridge the gap between AI investments and measurable business outcomes by providing organizations with data-driven insights, predictive analytics, benchmarking capabilities, and strategic transformation guidance.

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License

This project is developed for academic and educational purposes.