CloudShift AI ☁️

AI-powered cloud migration and compliance readiness assistant. Analyze infrastructure, generate migration plans, and identify compliance gaps — powered by Ollama (local AI, no paid APIs).

🎯 What It Does

CloudShift AI helps government entities, enterprises, and consulting companies assess cloud readiness:

• 📤 Upload Discovery Reports — PDF, DOCX, TXT assessments
• 📊 Cloud Readiness Score — AI-generated score across 10 categories
• ⚠️ Migration Risk Analysis — Identify and prioritize risks
• 🏗️ Landing Zone Recommendations — Architecture guidance
• 🔒 Security & Compliance Gaps — NCA ECC, ISO 27001, PDPL
• 📋 Executive Report — Professional report for leadership
• 📤 Export to Markdown — Ready-to-use report

📊 Assessment Categories

Compute | Storage | Network | Security | Identity | Backup | DR | Monitoring | Cost | Compliance

🛠️ Tech Stack

Layer	Technology
Frontend	Next.js 14, Tailwind CSS
Backend	FastAPI (Python)
Database	PostgreSQL
AI Engine	Ollama (local)
Vector DB	ChromaDB
Container	Docker Compose

🤖 AI Models (Free & Local)

Default: qwen2.5:7b-instruct Change in .env: OLLAMA_MODEL=qwen2.5:7b-instruct Also supports: llama3.1:8b, mistral:7b

🚀 Quick Start

git clone https://github.com/majaber1/cloudshift-ai.git
cd cloudshift-ai
cp .env.example .env
ollama pull qwen2.5:7b-instruct
docker compose up -d

Open http://localhost:3000 | Login: admin@demo.com / demo123

🧪 Test in 10 Minutes

1. Open http://localhost:3000 and login
2. Go to "Upload Assessment"
3. Upload samples/sample-discovery.txt
4. Click "Analyze with AI"
5. View readiness score and risks
6. Generate executive report
7. Export to Markdown

📁 Project Structure

cloudshift-ai/
├── frontend/
│   └── app/
│       ├── page.tsx           # Landing page (blue/dark enterprise)
│       ├── login/             # Login page
│       ├── dashboard/         # Main dashboard
│       ├── upload/            # Upload assessment files
│       ├── readiness/         # Readiness score page
│       ├── risks/             # Risk analysis page
│       ├── recommendations/   # Recommendations page
│       ├── report/            # Report generator page
│       └── settings/          # Settings
├── backend/
│   ├── main.py
│   ├── database.py
│   ├── routers/
│   │   ├── auth.py
│   │   ├── assessments.py
│   │   ├── analysis.py
│   │   └── reports.py
│   ├── services/
│   │   ├── ollama_service.py
│   │   └── document_service.py
│   └── prompts/
│       ├── cloud_readiness_analyzer.txt
│       ├── migration_risk_analyzer.txt
│       ├── landing_zone_reviewer.txt
│       ├── security_baseline_checker.txt
│       ├── compliance_gap_analyzer.txt
│       └── executive_report_generator.txt
├── docker-compose.yml
├── .env.example
├── samples/
├── screenshots/
├── LICENSE
├── CONTRIBUTING.md
└── README.md

💰 Commercial Pricing

Package	Price	Description
One-time Assessment	SAR 5,000	Single cloud readiness assessment
Migration Readiness Package	SAR 15,000	Full assessment + roadmap
Enterprise Assessment	SAR 50,000+	Multi-cloud, compliance, full report

⚠️ Known Limitations

• Large documents (>100 pages) may take 5-10 minutes
• AI quality depends on Ollama model
• First startup requires model download (~4GB)

🗺️ Roadmap

• Multi-document assessment consolidation
• Arabic language report support
• Custom scoring frameworks
• Integration with cloud provider APIs for live discovery
• Automated remediation recommendations
• PDF export for reports

📄 License

MIT License — see LICENSE for details.