SpendCraft: personal finance without the headache
Helping people understand where their money goes—and where it should go. Automatic categorization, beautiful visualizations, actionable insights.
10K+
Active Users
Growing user base with strong engagement
85%
User Retention
Users keep coming back for insights
6 Weeks
To Launch
Compliant fintech platform delivered rapidly
93%
Categorization Accuracy
ML model correctly classifies most transactions
The challenge
SpendCraft set out to solve a universal problem: people don't know where their money goes. They needed:
- 01Secure bank account connections via Plaid
- 02Automatic transaction categorization with ML
- 03Beautiful, intuitive spending visualizations
- 04Actionable insights and budget recommendations
- 05Bank-grade security for sensitive financial data
Our solution
We built a secure, compliant platform that connects to bank accounts and transforms raw transaction data into meaningful insights.
- React frontend with D3.js for stunning visualizations
- Python backend with machine learning for categorization
- Plaid integration for secure bank connections
- PostgreSQL with encryption for financial data
- AWS infrastructure with SOC2-aligned security
- Real-time sync for up-to-date spending data
Built with the right tools.
Timeline: 6 weeks to compliant MVP launch
“For the first time, I actually understand my spending habits. The visualizations are incredible. It's like having a financial advisor in my pocket.”
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- Day 01Scope locked
- Day 04Audit & blueprint
- Day 09Design approved
- Day 26Build complete
- Day 30Live
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