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Under the Hood

Not Just a Tracker.
A Financial Intelligence System.

FinSight AI replaces manual spreadsheets with three powerful machine learning models working in harmony to categorize, predict, and protect your wealth.

Prophet Forecasting Engine

Stop guessing your end-of-month balance. We integrated Meta Prophet, an advanced forecasting procedure designed for high-precision time series prediction.

  • Analyzes seasonality (e.g., higher spending on weekends/holidays)
  • Adapts to your personal salary and bill cycles
  • Predicts category-specific spending (e.g., 'Groceries next month: $450')

Forecasted Balance

$12,450.00

+12%vs last month
$6000
$9750
$8250
$12000
$9000
$13500
$11250
Week 1Week 2Week 3Prediction

Unusual Spike

Deviation detected

$499.00

Isolation Forest Anomaly Detection

Your financial watchdog. This model learns your "normal" behavior baseline and instantly flags statistical outliers.

  • Detects subscription price hikes instantly
  • Flags accidental double-charges
  • Alerts you to 'lifestyle creep' before it becomes a habit

NLP Categorization

Manual tagging is a thing of the past. Our Natural Language Processing engine interprets merchant names and descriptions to auto-sort your life.

"uber_trip_nyc_2024..."TRANSPORT
"wholefds_market_..."GROCERIES

Accuracy

98.5%

Experience the Power of Tri-Model AI

Start Analyzing My Finances