Category

AI/ML

About BrijPay

BrijPay is an intelligent invoice reading and extraction platform that automates processing of PDFs, images, and scanned documents. Using OCR and AI-driven field recognition, it accurately extracts key data like invoice numbers, dates, totals, taxes, and vendor details.

The system converts unstructured invoices into structured data, allowing users to review, correct, and export information in Excel, CSV, or JSON. It supports bulk processing, handles high volumes efficiently, and ensures consistent accuracy across all documents. Integrates seamlessly with accounting systems, reduces manual errors, and accelerates invoice processing for faster, reliable financial reporting.

By combining deep learning, rule-based patterns, and machine learning models, empowers businesses to streamline workflows, improve operational efficiency, and make data-driven financial decisions.

Brijpay_FeatureImage

Brijpay_FlowArchitectureDiagram

Solution Highlights

Multi-Format Invoice Input

Supports PDFs, images (JPG/PNG), and scanned documents.
Enables flexible and seamless data intake from diverse sources.

OCR-Based Text Extraction

Converts printed and handwritten text into machine-readable format.
Ensures accurate text capture using Tesseract OCR and EasyOCR.

Intelligent Field Detection

Accurately extracts key invoice fields using AI and rule-based patterns.

Bulk Processing

Processes multiple invoices at once while ensuring accuracy and efficiency.

Data Cleaning & Structuring

Processes and organizes extracted information into structured tables.
Prepares data for review, analysis, and export.

Export & Integration

Provides outputs in Excel, CSV, or JSON formats.
Enables seamless integration with accounting systems or reporting tools.

Review & Correction Interface

Provides an intuitive Flask or Streamlit interface for users to verify and correct extracted data.

Accurate & Scalable

Combines deep learning, ML models, and rule-based logic to reliably process high-volume invoices.

Key Features

Invoice Input & Preprocessing

Handles PDFs, images, and scanned documents.
Performs pre-processing like binarization and skew correction.

OCR & Text Extraction

Extracts printed and handwritten text using Tesseract OCR and EasyOCR.
Converts text into machine-readable format.

Field Detection & Extraction

Identifies key fields like invoice number, date, vendor, total, and tax.
Uses AI models and rule-based patterns for accuracy.

Data Cleaning & Structuring

Cleans text and organizes it into structured tables.
Prepares data for review and export.

Bulk Processing

Processes multiple invoices in a single batch efficiently.
Maintains speed and accuracy for high-volume datasets.

Review & Export

Provides an interface for verifying and correcting data.
Exports structured data in Excel, CSV, or JSON formats

Security & Storage

Stores data securely in SQLite or PostgreSQL.
Ensures privacy and data integrity.

Analytics & Reporting

Generates summary reports and insights from processed invoices.
Helps identify trends, totals, taxes, and vendor-specific metrics.

Results achieved

Speeds up invoice processing by automating extraction from PDFs and images.
Improves data accuracy with AI and OCR-driven field detection.
Streamlines workflows by converting invoices into structured data.

Handles high-volume bulk processing efficiently.
Provides actionable insights for faster financial analysis.
Enables seamless integration with ERP and accounting systems.

AUTOMATION TESTING TOOLS

Pytest

Pytest

Apache JMeter

Apache JMeter

Extent Reports

Extent Reports

Azure DevOps Boards

Azure DevOps Boards

Jenkins

Jenkins

Amazon EC2

Amazon EC2

Project Screenshots

Brijpay_Dashboard

Technologies used

FastAPI

FastAPI

Streamlit

Streamlit

Tesseract OCR

Tesseract OCR

EasyOCR

EasyOCR

BiLSTM-CRF Model

BiLSTM-CRF Model

OpenCV

OpenCV

Pandas

Pandas

openpyxl

openpyxl

pdfplumber

pdfplumber

MAP_New

Global Footprints

Served clients across the globe from38+ countries