Ledger AI
An automated finance tracker with AI-powered intelligence that unifies European and American bank accounts via GoCardless API for real-time financial insights and business intelligence.
Overview
Ledger AI eliminates the need for manual spreadsheets and disconnected banking tools. By connecting directly to multiple European and American banks through the GoCardless API, it automatically aggregates transaction data from your financial institutions.
The platform centralizes all transactions in a unified dashboard, then uses AI to intelligently classify spending patterns, identify trends, and generate comprehensive financial summaries. Whether you need deep business intelligence for strategic decision-making or granular control over your personal finances, Ledger AI provides real-time visibility and actionable insights without any manual data entry.
System Architecture
High-Level Flow Diagram
A real-time architecture that consumes GoCardless API webhooks to capture transaction events from multiple connected banks. Data is aggregated and normalized for consistent analysis across different banking systems.
The Control Plane
The AI classification engine analyzes transaction patterns and metadata to automatically categorize spending, detect anomalies, and generate financial insights without user intervention.
The Data Plane
A high-performance ingestion layer processes transactions from multiple banks in real-time, stores them in PostgreSQL with historical tracking, and exposes insights through a React-based dashboard with visualizations powered by Recharts.
Technology Stack
Core
Storage
UI
AI
Results & Impact
Project Resources
schedule Coming Soon!Project Details
$ npm install ledger-ai
import { LedgerAI } from 'ledger-ai'
const app = new LedgerAI()
app.start()
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