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Auto Type Detection

Auto Type Detection automatically identifies transaction types (transfers, expenses, incomes) from your input data. This intelligent feature analyzes transaction patterns and amounts to automatically classify transactions without manual intervention.

Access Auto Type Detection

Navigate to All Transactions to see auto type detection in action.

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How Auto Type Detection Works

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Automatic Classification

Intelligent Detection

Current Features:
  • Automatic transaction type identification
  • Pattern recognition from input data
  • Smart classification algorithms
  • Real-time type detection
  • Multi-source data analysis

Transaction Classification

Available Types:
  • Expenses: Negative amounts, outgoing transactions
  • Income: Positive amounts, incoming transactions
  • Transfers: Internal account movements
  • Business vs Personal: Context-based classification
  • Recurring vs One-time: Pattern-based detection

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How It Works

1

Data Analysis

AI analyzes transaction patterns from input data sources.
2

Type Classification

Automatically identifies transaction types based on amount and context.
3

Pattern Recognition

Detects spending patterns and financial behaviors.
4

Smart Suggestions

Provides intelligent recommendations for transaction handling.

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Integration with Platform Features

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Data Processing Integration

Data Sources:
  • CSV imports with automatic type detection
  • PDF bank statements with smart parsing
  • Manual entries with intelligent suggestions
  • Future bank connectors and email processing
Processing Features:
  • Cross-source pattern analysis
  • Unified transaction classification
  • Intelligent data correlation
  • Automated type assignment
AI-Powered Features:
  • Machine learning type detection
  • Pattern recognition algorithms
  • Context-aware classification
  • Continuous learning from user feedback
Smart Features:
  • Confidence scoring for classifications
  • User feedback integration
  • Pattern adaptation
  • Accuracy improvement over time

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Current Implementation

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Available Features

Automatic Detection

Working Now:
  • Automatic expense/income detection
  • Transfer identification
  • Amount-based classification
  • Pattern recognition

Smart Categorization

AI Integration:
  • AI-powered categorization
  • Merchant identification
  • Tax deductibility analysis
  • Business use detection

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How to Access Auto Type Detection

1

Import Data

Upload CSV files or PDF bank statements to trigger automatic type detection.
2

View Results

Go to All Transactions to see automatically detected transaction types.
3

Review & Adjust

Review automatic classifications and make adjustments as needed.
4

Provide Feedback

Accept or reject AI suggestions to improve future detection accuracy.

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Integration with Other Features

Seamless Integration:
  • Auto type detection feeds into categorization
  • Combined AI analysis for better accuracy
  • Unified processing pipeline
  • Enhanced pattern recognition
Workflow:
  1. Auto detect transaction type
  2. Apply smart categorization
  3. Generate tax analysis
  4. Provide user feedback options
Pattern Recognition:
  • Type detection enables pattern analysis
  • Recurring transaction identification
  • Spending pattern recognition
  • Anomaly detection
Analytics:
  • Type-based spending analysis
  • Pattern trend identification
  • Predictive type classification
  • Behavioral insights
Ready to explore more features? Check out Smart Categorization for AI-powered categorization or Transaction Management for overall transaction handling. Auto Type Detection - Intelligent transaction classification for streamlined financial management.