Built for those the credit system forgot.
Credence is a modern, privacy-first financial management platform designed specifically for students, young professionals, and anyone who is "credit invisible."
Credence is a complete financial life manager for students. Unlike traditional credit scoring apps that only show you a number, Credence helps you:
- ๐ Understand your financial health through AI-powered analysis
- ๐ธ Track loans, scholarships, tuition costs, and aid in one place
- ๐ Grow your wealth with investment tracking (stocks, crypto, forex)
- ๐ค Get Advice from specialized AI agents that act like your personal accountant
Think of it as having a financial advisor, accountant, and mentor โ all in your pocket, powered by AI.
Your financial command center. See your "Trust Score" at a glance โ a holistic measure of your financial reliability that traditional credit scores can't capture.
What you'll see:
- Your current Trust Score (0-100)
- Score trend over time (are you improving?)
- Quick stats: Payment reliability, Savings rate, Income stability
- AI agents working on your behalf
The heart of Credence for students. This is where you manage your entire academic financial journey.
Features:
- Financial Timeline: A visual roadmap of your semesters, showing:
- Tuition costs per semester
- Student loans taken
- Scholarships and grants received
- Work-study income
- Internship earnings
- Quick Stats Bar: See totals at a glance
- Total loans accumulated
- Total income/aid received
- Degree ROI (Return on Investment)
- AI Strategy Agent: A personalized AI that:
- Greets you by name ("Hey Yash!")
- Analyzes your specific situation
- Gives actionable advice (e.g., "Take the internship to reduce loan burden by 18%")
- Debt vs Wealth View: Automatically switches between:
- "Debt Crusher" mode (if you have loans) โ red theme, payoff projections
- "Wealth Builder" mode (if you're saving) โ green theme, growth projections
- Action Alerts: Reminders for FAFSA renewal, scholarship deadlines, etc.
Track all your investments in one place โ no more switching between 5 different apps!
Supported Asset Types:
- Stocks: Apple, S&P 500 ETFs, individual companies
- Cryptocurrency: Bitcoin, Ethereum, and more
- Forex: Currency pairs like EUR/USD
Features:
- Connect your accounts (Robinhood, Coinbase โ simulated for demo)
- See total portfolio value and 24-hour change
- Individual holdings with real-time prices
- Portfolio growth chart over time
- AI Investment Agent that provides allocation advice
A beautiful card and transaction management interface that shows:
Credit Card Display:
- Stunning gradient credit card with glassmorphism effects
- Personalized cardholder name automatically pulled from your login
- Card number, expiry date, and Mastercard branding
- Current balance and credit limit display
All Transactions:
- Complete transaction history across all accounts
- Category icons (food, shopping, subscriptions, income, education)
- Positive/negative amounts clearly highlighted
- Real-time total balance calculation
- Transaction dates and status (completed/pending)
Quick Actions:
- Transfer funds
- Deposit money
- Additional options
Get deep analysis of your financial behavior from our multi-agent AI system.
How it works: Each aspect of your finances is analyzed by a specialized AI agent:
| Agent | Role | What It Analyzes |
|---|---|---|
| ๐ณ Payment Agent | Conservative Evaluator | Bill payment history, reliability |
| ๐ฆ Savings Agent | Long-term Planner | Emergency fund, savings rate |
| ๐ผ Income Agent | Risk Assessor | Income stability, gig economy gaps |
| ๐ Spending Agent | Behavioral Economist | Spending patterns, impulse control |
| ๐ Investment Agent | Wealth Builder | Portfolio diversity, risk tolerance |
| ๐ฏ Risk Agent | Sentiment Analyst | Overall financial risk profile |
These agents "discuss" your profile and reach a consensus on your score.
A shareable, privacy-preserving document that proves your financial trustworthiness to landlords, employers, or lenders โ without exposing your raw bank data.
When students need to rent an apartment, lease a car, or apply for a credit card, they face a catch-22: "You need credit history to get credit, but you can't get credit without credit history."
Trust Passport creates a digital letter of recommendation for your finances.
| Information | Example |
|---|---|
| Trust Score | 84/100 |
| AI Council Consensus | 85% agreement |
| Confidence Level | High |
| Risk Tier | Low Risk |
| Behavioral Indicators | "Payment reliability positive", "Savings behavior stable" |
๐ What Stays HIDDEN (Privacy-Preserved)
| Hidden Information |
|---|
| โ Bank account balances |
| โ Transaction details |
| โ Exact income amounts |
| โ Personal financial data |
| โ Account numbers |
- User clicks "Generate Trust Passport"
- The system creates a unique shareable URL like:
https://credence.app/verify/yash-1738... - User shares this link with a landlord, employer, or lender
- The verifier opens the link and sees your verified trust profile
"Hey, I'm a student with no credit history. Instead of a co-signer, here's my Credence Trust Passport showing my 84/100 Trust Score verified by 6 AI agents. It proves I pay bills on time and have stable savings patterns."
The landlord clicks the link, sees the verified passport, and can make a decision based on behavioral reliability rather than just a credit score.
Traditional credit reports share your entire financial history. Credence Passport shares only behavioral signals โ proving you're reliable without exposing how much money you have.
It's like proving you're a safe driver without showing your car's GPS history.
Play "what-if" scenarios with your finances!
Examples:
- "What if I increase my savings by $200/month?"
- "What if I miss a payment?"
- "What if I get a summer internship?"
Watch your Trust Score change in real-time as you adjust sliders.
A beautiful, eye-friendly dark theme that works across the entire app. Toggle it with one click in the sidebar.
To showcase different financial situations, Credence includes three demo profiles:
| Persona | Description | Scenario |
|---|---|---|
| ๐ Scholarship Student | Low debt, good savings | Best-case student scenario |
| ๐ธ Student w/ Loans | High debt, working to pay down | Common reality for many students |
| โญ Graduated Alumni | Post-grad, aggressive loan payoff | Life after graduation |
Switch between personas in the sidebar to see how the app adapts.
| Technology | Purpose |
|---|---|
| React 18 | UI framework for building interactive interfaces |
| Vite | Lightning-fast development server and bundler |
| React Router | Navigation between pages |
| Recharts | Beautiful, responsive charts for visualizations |
| Lucide React | Modern, consistent icon library |
| CSS Variables | Theming system for light/dark mode |
| Technology | Purpose |
|---|---|
| Node.js | JavaScript runtime for the server |
| Express | Web framework for API endpoints |
| Python | AI/ML processing scripts |
| Technology | Purpose |
|---|---|
| Gemini API | Google's large language model for AI agents |
| MCP (Model Context Protocol) | Standardized way to connect AI models to external data |
| Multi-Agent System | Six specialized AI agents analyze different aspects |
| Approach | Details |
|---|---|
| Glassmorphism | Modern frosted-glass UI effects |
| CSS Variables | Theme tokens for consistent styling |
| Responsive Design | Works on desktop, tablet, and mobile |
| Micro-animations | Subtle transitions for premium feel |
- Node.js 18+ installed
- npm or yarn package manager
-
Clone the repository
git clone https://github.com/your-username/credence.git cd credence -
Install dependencies
npm install
-
Start the development server
npm run dev
-
Open your browser
http://localhost:5173
If you want AI features to work fully:
cd backend
npm install
npm startThe backend runs on http://localhost:3001.
This project is optimized for Vercel deployment:
-
Push to GitHub
git add . git commit -m "Ready for deployment" git push origin main
-
Import to Vercel
- Go to vercel.com
- Click "New Project"
- Import your GitHub repository
- Framework preset will be auto-detected as Vite
- Click "Deploy"
-
That's it! Your app will be live at
https://your-project.vercel.app
Note: The
vercel.jsonfile is already configured for SPA routing and security headers.
credence/
โโโ src/
โ โโโ components/ # Reusable UI components
โ โ โโโ Layout/ # Sidebar and page layout
โ โโโ context/ # React Context for global state
โ โ โโโ AppContext.jsx # Main state management
โ โโโ pages/ # Main application pages
โ โ โโโ Login/ # Beautiful login page
โ โ โโโ Dashboard/ # Home dashboard with welcome
โ โ โโโ StudentHub/ # Finance Manager
โ โ โโโ Wallet/ # Credit card & transactions
โ โ โโโ Investments/ # Investment Portfolio
โ โ โโโ Insights/ # AI Accountant
โ โ โโโ Passport/ # Trust Passport
โ โ โโโ Simulator/ # What-If Simulator
โ โ โโโ BusinessView/ # B2B underwriting view
โ โโโ App.jsx # Main app with routing
โ โโโ index.css # Global styles and themes
โโโ backend/ # Node.js API server
โโโ vercel.json # Vercel deployment config
โโโ public/ # Static assets
โโโ README.md # This file!
- Student-First: Every feature is designed with students in mind
- Privacy-Preserving: We never store raw bank data
- AI-Powered: Agents provide personalized, actionable advice
- Beautiful by Default: Premium aesthetics out of the box
- Accessible: Works for everyone, including the "credit invisible"
This project was created for SpartaHack XI with the mission of democratizing financial trust for students and young people who are often excluded from traditional credit systems.
- Approximately 49 million Americans have no credit score (Oliver Wyman, 2026)
- Students can't get apartments, loans, or credit cards
- Traditional credit scoring ignores savings, income stability, and financial behavior
Credence creates a holistic financial identity that captures:
- Payment reliability (not just credit cards)
- Savings behavior
- Income consistency
- Spending patterns
- Investment activity
MIT License - Feel free to use and modify!
Built with โค๏ธ by the Credence team at SpartaHack XI.
"Built for the credit invisible."
