Case Study

Safe-Bill

Safe-Bill is a robust, full-stack Fintech platform built with Django (REST Framework) and React (Vite), designed to secure transactions between service providers and clients through a milestone-based payment system.

ClientFintech Startup
Safe-Bill fintech escrow platform dashboard built with React and Django
Visual Showcase

Screenshots

High-resolution snapshots of the platform interface and user experience.

Safe-Bill milestone payment escrow dashboard overview
Safe-Bill Stripe Connect payout and transaction history
Safe-Bill project milestone approval workflow interface
Safe-Bill RAG AI assistant chat support panel
Safe-Bill buyer and seller dual dashboard view
Safe-Bill dispute resolution ticket management screen
Safe-Bill invoice PDF generation and receipt download
Safe-Bill project invitation and onboarding flow

The Challenge & Solution

Problem

A fintech startup needed a trusted escrow-style payment platform where clients and service providers could agree on milestones before funds were released. Disputes, manual support load, and lack of transparency were blocking growth.

Solution

Protonixs delivered Safe-Bill with Stripe Connect for split payouts, milestone approval gates, and a RAG-powered AI assistant using Gemini 2.0 and Pinecone. HubSpot integration automated dispute tickets while Redis and Celery handled high-volume notifications.

Results

Safe-Bill enabled transparent milestone payments with automated receipts, dual buyer/seller dashboards, and AI support that deflected repetitive queries. The platform launched production-ready with GDPR cookie controls and secure JWT authentication.

Tech Stack

React, Django REST, Stripe Connect, Pinecone, Gemini 2.0, Redis, Celery, HubSpot

Key Features &
Technologies

A deep dive into the technical implementation and the powerful features that make Safe-Bill unique.

ReactDjangoStripeAIPineconeRedisCeleryHubSpotTailwind CSS

Integrated Stripe Connect to handle complex payment flows, including automated payouts, platform fees, and secure escrow-like fund management.

Developed a sophisticated Milestone Management System that allows projects to be broken down into deliverables, ensuring payments are only released upon client approval.

Built a cutting-edge RAG (Retrieval-Augmented Generation) AI Assistant using Google Gemini 2.0 Flash and Pinecone vector database to provide instant, context-aware support to users.

Implemented a Multi-turn Conversation Engine with Redis caching for fast, history-aware AI interactions and query enrichment.

Developed a comprehensive Dispute Resolution Module with automated ticket synchronization to HubSpot CRM for efficient administrative oversight.

Engineered a secure Project Invitation Flow with time-sensitive tokens, allowing seamless onboarding for external clients.

Built a dual-dashboard architecture (Buyer/Seller) providing real-time tracking of project status, financial receipts, and interactive Quote-to-Project transitions.

Integrated Celery and Redis for background task processing, handling high-volume email notifications and CRM synchronizations.

Leveraged Tailwind CSS and Lucide React to create a modern, responsive, and intuitive user interface with support for internationalization (i18next).

Implemented GDPR-compliant data handling with dedicated cookie preference management and secure JWT-based authentication.

Developed automated PDF Generation for invoices and receipts using jspdf and html2canvas to provide professional documentation for all transactions.

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ahmad@protonixs.com