AI-powered Forward Deployment Engineering assistant — from client brief to production-ready architecture in minutes.
https://huggingface.co/spaces/Faraz618/ForwardDeployAI
ForwardDeployAI simulates the complete workflow of a Forward Deployment Engineer — the technical leader who bridges client business problems and scalable solution architecture.
| Tab | What it does |
|---|---|
| 📋 Requirement Analyzer | Classifies free-text requirements into 10 technical categories using zero-shot classification |
| 🏗️ Solution Architect | Recommends architecture patterns, component stacks, and phased delivery plans |
| 🔍 Fit-Gap Analyzer | Evaluates 8 core components against available capabilities, flags gaps |
| 📄 Deployment Report | Compiles everything into a downloadable branded PDF |
| Model | Task |
|---|---|
facebook/bart-large-mnli |
Zero-shot requirement classification |
facebook/bart-large-cnn |
Requirement summarization |
git clone https://github.com/Faraz6180/forward-deploy-ai
cd forward-deploy-ai
pip install -r requirements.txt
python app.py- Enter a client name, industry, and business requirements in the Client Brief panel
- Click through each tab to analyze, architect, gap-check, and report
- Download the PDF from the Deployment Report tab