MoneyPulse transforms Merchant Cash Advance (MCA) submissions through a secure, offline AI pipeline specifically engineered for MCA operations. Our solution delivers unmatched speed, security, and accuracy in a completely air-gapped environment.
Supercharge your MCA processing with intelligent automation that never compromises on security.
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Local transformer intelligence parses MCA applications from PDFs and images with impressive accuracy—even handling handwritten forms. |
100% offline operation with zero internet connectivity requirements—no external calls, no SaaS, and no sensitive data leaving your environment. |
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Meets strict bank, lender, and fintech policies for data isolation, perfect for highly regulated financial environments. |
80% faster processing with 99.5%+ accuracy, including field validation, applicant matching, and CRM integration. |
| Traditional MCA Processing | MoneyPulse Solution |
|---|---|
| Manual field review prone to errors | AI-powered extraction with automatic validation |
| Risky cloud-based services | Completely air-gapped, offline, with zero data leaks |
| Days of manual CRM data entry | Instant, automated applicant synchronization |
| Limited scalability | Process hundreds of applications in parallel |
| Compliance concerns | Built for regulated financial environments |
graph LR
A[Document Intake] --> B[AI Processing]
B --> C[Data Validation]
C --> D[Error Handling]
D --> E[CRM/API Integration]
E --> F[Audit & Reporting]
MoneyPulse automates the entire MCA workflow from document intake to CRM submission with comprehensive validation and error handling at every step.
- Zero Data Leakage: Completely offline processing
- Audit Ready: Full tracking of all processing steps
- Data Sovereignty: All information stays within your secure environment
- Regulatory Compliance: Designed for financial services requirements
- Python 3.9 or higher
- Tesseract OCR installed locally
- For advanced parsing (optional): Local LLM/AI server (Ollama, LM Studio, or llama.cpp)
# Clone the repository
git clone https://github.com/JDavydovPortfolio/MoneyPulse.git
cd MoneyPulse
# Install dependencies
pip install -r requirements.txt- Place MCA documents in the
input/folder - Run the processing pipeline:
python main.py
- Review processed outputs in the
output/directory
- Purpose-Built for MCA: Tailored specifically for the unique needs of MCA providers
- Modular Architecture: Easy to customize or integrate with existing systems
- Scalable Processing: Handle growing volumes without compromising performance
- Local Intelligence: Advanced AI capabilities without the cloud privacy concerns
This project is licensed under the MIT License - see the LICENSE file for details.
MoneyPulse — Secure. Efficient. Compliant.
Drop the cloud. Dominate the MCA industry with truly private, AI-driven automation.