Powered by Groq + LLaMA 3 for instant insights

Your finances,
crystal clear

Upload your bank statement and let AI reveal where your money goes. Get instant spend categorization, trend analysis, and chat with your financial data using natural language.

Auto-Categorization
Trend Analysis
AI Chat
FinSight Dashboard
March 2024

Monthly Spending

$4,235.50

Top Categories

Food & Dining
$892
Transport
$456
Shopping
$723
Ask: "Where did most of my money go in March?"

From upload to insights
in seconds

Simply upload your bank statement and our AI does the rest. No manual categorization, no spreadsheets, no hassle.

Drop your statement here

Supports CSV, PDF, OFX formats

Parsing transactions
AI categorization
Insights generated

FinSight AI

Powered by LLaMA 3 via Groq

Where did most of my money go in March?

Based on your March transactions, here's the breakdown:

Food & Dining$892.45 (28%)
Shopping$723.20 (23%)
Transport$456.00 (14%)

💡 Tip: Your dining expenses increased 15% from February. Consider meal prepping!

Works with statements from any bank

Chase
Bank of America
Wells Fargo
Citi
Capital One

Everything you need to
understand your money

Transform raw bank data into actionable financial intelligence with AI-powered analysis and visualization.

Smart Categorization

AI automatically categorizes every transaction into meaningful spending categories

Trend Analysis

Visualize monthly patterns and detect anomalies in your spending behavior

AI Chat Interface

Ask questions in plain English and get instant answers about your finances

Savings Insights

Get personalized recommendations to optimize spending and save more

Visual spending insights
powered by Recharts

Beautiful, interactive charts help you understand spending patterns at a glance.

Monthly Trends

Jan
Feb
Mar
Apr
May
Jun

Anomaly Detected

Your April spending was 32% higher than your 3-month average.

Unusual charges:3 transactions
Total anomaly amount:$847.00

Data visualization
that tells a story

Our analytics engine uses LlamaIndex for intelligent document parsing and Recharts for stunning visualizations — turning complex financial data into clear, actionable insights.

Automated anomaly detection catches unusual spending

Machine learning algorithms identify patterns and flag transactions that don't fit your typical behavior — helping you catch fraud or unintended subscriptions.

Monthly Comparisons
Category Trends
Anomaly Alerts
Savings Tracking
For Developers

Built on a modern
full-stack architecture

FinSight showcases RAG pipelines, structured data extraction, real-time visualization, and blazing-fast LLM inference with Groq.

Next.jsFastAPIPostgreSQLGroq APILLaMA 3LlamaIndexRecharts
api/analyze.py
from fastapi import FastAPI
from groq import Groq
from llama_index import VectorStoreIndex

app = FastAPI()
client = Groq()

# Parse bank statement with LlamaIndex
@app.post("/analyze")
async def analyze_statement(file: UploadFile):
    # Extract transactions
    transactions = await parse_document(file)

    # Categorize with LLaMA 3
    response = client.chat.completions.create(
        model="llama3-70b-8192",
        messages=[{
            "role": "user",
            "content": f"Categorize: {transactions}"
        }]
    )

    return response

System Architecture

Next.js Frontend
FastAPI Backend
PostgreSQL
Groq + LLaMA 3

Savings Opportunity Report

AI-generated recommendations based on your spending patterns and similar users.

Potential monthly savings

$347

Based on 12 optimization opportunities

Subscriptions
Dining Out
Transportation
Shopping
Entertainment
Utilities
Groceries
Insurance
Memberships
View All
AI-Powered Insights

Personalized savings
recommendations

FinSight analyzes your unique spending patterns and compares them against anonymized data from similar users to find specific, actionable ways to save.

Cancel unused subscriptions

You have 3 subscriptions with no activity in 60+ days

$45/mo

Switch to generic brands

Based on your grocery purchases

$78/mo

Optimize dining frequency

Eating out 2x less could save significantly

$120/mo
9:41

Your finances
in your pocket

Get instant insights anywhere with the FinSight mobile experience

Smart Categories

Auto-categorize every transaction instantly

Trend Insights

Visualize spending patterns over time

AI Assistant

Ask questions about your finances naturally