his idea was inspired by a real problem we’ve all seen (and struggled with!) in large organizations:
Too many messages — no clear priority — overwhelmed support agents.
✨ What our tool does:
- Classifies incoming messages (complaint, inquiry, refund…)
- Detects priority level (High, Medium, Low)
- Suggests a smart first reply instantly
- Works with both written messages and voice transcripts (Speech-to-Text)
- Supports Arabic and English — for real-world usability ?
Built using:
- Python & Streamlit for a fast and simple interface
- TF-IDF + Logistic Regression for message classification
- CSV data import and export
- Visual analytics and admin dashboard
- Speech-to-Text support for phone transcripts
Real screenshots from the working system are attached — including message classification, priority detection, and dashboard analytics.
This started as a simple concept, but we believe it has the potential to grow into a real solution that serves businesses and support teams everywhere.