Scient Connect

Challenge

Physical business cards get lost, go out of date the moment a role changes, and give away nothing about who you actually are beyond a name and a number. The team wanted a digital replacement that felt instant to share and did more than store a contact.

Approach

Scient Connect replaces the card with a dynamic profile shared over a secure QR code or deep link, built on a Next.js micro-frontend architecture with MongoDB Atlas as the primary data layer. LangChain and hosted open-source LLMs power AI-based content moderation, semantic search, entity extraction, and OCR-powered card scanning, so a photographed paper card becomes a structured contact automatically. Cloudinary handles media transformation and CDN delivery, NextAuth.js with JWT rotation and OAuth handles authentication, and Stripe drives subscription billing, metered usage, and webhook-based payment events. The whole platform runs on Vercel, using serverless functions, edge runtime, and ISR for low-latency delivery worldwide.

Outcome

Users share a live, always-current profile in one tap instead of handing over a static card, with AI doing the work of digitizing old paper cards and keeping search and moderation running behind the scenes. The subscription and micro-frontend architecture gives the product a billing model and a scaling path that a stack of physical cards never had.