What is Parse?
Parse is Pantherpulse’s high-accuracy bank statement extraction API that converts PDF statements into structured transaction data in seconds.What Parse Does
- Extracts transactions - All deposits, withdrawals, and balances parsed automatically
- Analyzes patterns - Identifies recurring payments, large transactions, anomalies
- Detects risks - Flags negative balances, loan activity, intra-company transfers
- Validates data - Ensures balance equations are correct
- Processes fast - Multi-page statements in parallel, 30-60 seconds typical
Key Features
- 🚀 Fast: Most statements in under 60 seconds
- 🎯 Accurate: Advanced AI extraction and validation
- 📊 Detailed: Full transaction list + financial analysis
- 🔐 Secure: HTTPS, encrypted storage, GDPR compliant
- 💳 Transparent Pricing: Pay only for pages you use
Get Started
API Endpoints
Upload Statements
Check Quota
Supported Banks
Parse works with statements from any bank. The system is optimized for:- UOB (United Overseas Bank)
- DBS
- OCBC
- Other major banks
How It Works
- Upload → Send PDF statements via API
- Extract → Parse transactions with AI
- Analyze → Detect patterns and anomalies
- Retrieve → Get structured JSON data

