{"id":43537,"date":"2026-05-14T14:18:42","date_gmt":"2026-05-14T14:18:42","guid":{"rendered":"https:\/\/devwp1.websiteserverhost.biz\/iflair_site\/?post_type=portfolio_page&p=43537"},"modified":"2026-05-21T11:40:54","modified_gmt":"2026-05-21T11:40:54","slug":"brijpay-3","status":"publish","type":"portfolio_page","link":"https:\/\/devwp1.websiteserverhost.biz\/iflair_site\/portfolio-page\/brijpay-3\/","title":{"rendered":"BrijPay"},"content":{"rendered":"

[vc_row css_animation=”” row_type=”row” use_row_as_full_screen_section=”no” type=”grid” angled_section=”no” text_align=”left” background_image_as_pattern=”without_pattern” z_index=”” el_class=”portfolio-container about-port ncst-about-section” css=”.vc_custom_1778573826072{padding-top: 100px !important;padding-bottom: 67.5px !important;background-color: #ffffff !important;}”][vc_column width=”1\/2″ el_class=”port-content-box” offset=”vc_col-lg-offset-0 vc_col-lg-6 vc_col-md-6 vc_col-xs-12″][vc_column_text css=”” el_class=”port-title”]<\/p>\n

About BrijPay<\/span><\/h1>\n

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BrijPay is an <\/span>intelligent invoice reading and extraction platform<\/span> 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.<\/span><\/p>\n

The <\/span>system converts unstructured invoices into structured data<\/span>, 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. I<\/span>ntegrates seamlessly with accounting systems<\/span>, reduces manual errors, and accelerates invoice processing for faster, reliable financial reporting.<\/span><\/p>\n

By <\/span>combining deep learning, rule-based patterns, and machine learning models<\/span>, empowers businesses to streamline workflows, improve operational efficiency, and make data-driven financial decisions.<\/span><\/p>\n

[\/vc_column_text][\/vc_column][vc_column width=”1\/2″ el_class=”port-img-box” offset=”vc_col-lg-6 vc_col-md-6 vc_col-xs-12″][vc_single_image source=”featured_image” img_size=”full” alignment=”center” css=”” qode_css_animation=””][\/vc_column][\/vc_row][vc_row css_animation=”” row_type=”row” use_row_as_full_screen_section=”no” type=”grid” angled_section=”no” text_align=”left” background_image_as_pattern=”without_pattern” z_index=”” el_class=”solution-highlights-section” css=”.vc_custom_1778574282399{padding-top: 67.5px !important;padding-bottom: 85px !important;background-color: #ffffff !important;}”][vc_column width=”1\/2″ offset=”vc_col-lg-offset-0 vc_col-lg-6 vc_col-md-6 vc_col-xs-12″][vc_single_image image=”43539″ img_size=”full” alignment=”center” css=”” qode_css_animation=””][\/vc_column][vc_column width=”1\/2″ offset=”vc_col-lg-6 vc_col-md-6 vc_col-xs-12″][vc_column_text css=”.vc_custom_1778505155069{margin-bottom: 13px !important;}” el_class=”cmn-line port-title”]<\/p>\n

Solution Highlights<\/h2>\n

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Multi-Format Invoice Input<\/span><\/strong><\/p>\n

    \n
  • Supports PDFs, images (JPG\/PNG), and scanned documents.<\/span><\/li>\n
  • Enables flexible and seamless data intake from diverse sources.<\/span><\/li>\n<\/ul>\n

    OCR-Based Text Extraction<\/span><\/strong><\/p>\n

      \n
    • Converts printed and handwritten text into machine-readable format.<\/span><\/li>\n
    • Ensures accurate text capture using Tesseract OCR and EasyOCR.<\/span><\/li>\n<\/ul>\n

      Intelligent Field Detection<\/span><\/strong><\/p>\n

        \n
      • Accurately extracts key invoice fields using AI and rule-based patterns.<\/span><\/li>\n<\/ul>\n

        Bulk Processing<\/span><\/strong><\/p>\n

          \n
        • Processes multiple invoices at once while ensuring accuracy and efficiency.<\/span><\/li>\n<\/ul>\n

          Data Cleaning & Structuring<\/span><\/strong><\/p>\n

            \n
          • Processes and organizes extracted information into structured tables.<\/span><\/li>\n
          • Prepares data for review, analysis, and export.<\/span><\/li>\n<\/ul>\n

            Export & Integration<\/span><\/strong><\/p>\n

              \n
            • Provides outputs in Excel, CSV, or JSON formats.<\/span><\/li>\n
            • Enables seamless integration with accounting systems or reporting tools.<\/span><\/li>\n<\/ul>\n

              Review & Correction Interface<\/span><\/strong><\/p>\n

                \n
              • Provides an intuitive Flask or Streamlit interface for users to verify and correct extracted data.<\/span><\/li>\n<\/ul>\n

                Accurate & Scalable<\/span><\/strong><\/p>\n

                  \n
                • Combines deep learning, ML models, and rule-based logic to reliably process high-volume invoices.<\/span><\/li>\n<\/ul>\n

                  [\/vc_column_text][\/vc_column][\/vc_row][vc_row css_animation=”” row_type=”row” use_row_as_full_screen_section=”no” type=”grid” angled_section=”no” text_align=”left” background_image_as_pattern=”without_pattern” z_index=”” css=”.vc_custom_1778565840489{padding-top: 85px !important;padding-bottom: 85px !important;background-color: #F6FEFF !important;}” el_class=”key-features-section”][vc_column][vc_column_text css=”” el_class=”port-title”]<\/p>\n

                  Key Features<\/h2>\n

                  [\/vc_column_text][vc_row_inner row_type=”row” type=”full_width” text_align=”left” css_animation=”” el_class=”key-features-row”][vc_column_inner el_class=”key-features-box” width=”1\/3″][vc_column_text css=”” el_class=”key-features-heading”]<\/p>\n

                  Invoice Input & Preprocessing<\/span><\/h3>\n

                  [\/vc_column_text][vc_column_text css=”” el_class=”key-features-content”]<\/p>\n

                    \n
                  • Handles PDFs, images, and scanned documents.<\/span><\/li>\n
                  • Performs pre-processing like binarization and skew correction.<\/span><\/li>\n<\/ul>\n

                    [\/vc_column_text][\/vc_column_inner][vc_column_inner el_class=”key-features-box” width=”1\/3″][vc_column_text css=”” el_class=”key-features-heading”]<\/p>\n

                    OCR & Text Extraction<\/span><\/h3>\n

                    [\/vc_column_text][vc_column_text css=”” el_class=”key-features-content”]<\/p>\n

                      \n
                    • Extracts printed and handwritten text using Tesseract OCR and EasyOCR.<\/span><\/li>\n
                    • Converts text into machine-readable format<\/span>.<\/span><\/li>\n<\/ul>\n

                      [\/vc_column_text][\/vc_column_inner][vc_column_inner el_class=”key-features-box” width=”1\/3″][vc_column_text css=”” el_class=”key-features-heading”]<\/p>\n

                      Field Detection & Extraction<\/span><\/h3>\n

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                        \n
                      • Identifies key fields like invoice number, date, vendor, total, and tax.<\/span><\/li>\n
                      • Uses AI models and rule-based patterns for accuracy.<\/span><\/li>\n<\/ul>\n

                        [\/vc_column_text][\/vc_column_inner][vc_column_inner width=”1\/3″][vc_column_text css=”” el_class=”key-features-heading”]<\/p>\n

                        Data Cleaning & Structuring<\/span><\/h3>\n

                        [\/vc_column_text][vc_column_text css=”” el_class=”key-features-content”]<\/p>\n

                          \n
                        • Cleans text and organizes it into structured tables.<\/span><\/li>\n
                        • Prepares data for review and export.<\/span><\/li>\n<\/ul>\n

                          [\/vc_column_text][\/vc_column_inner][vc_column_inner el_class=”key-features-box” width=”1\/3″][vc_column_text css=”” el_class=”key-features-heading”]<\/p>\n

                          Bulk Processing<\/span><\/h3>\n

                          [\/vc_column_text][vc_column_text css=”” el_class=”key-features-content”]<\/p>\n

                            \n
                          • Processes multiple invoices in a single batch efficiently.<\/span><\/li>\n
                          • Maintains speed and accuracy for high-volume datasets.<\/span><\/li>\n<\/ul>\n

                            [\/vc_column_text][\/vc_column_inner][vc_column_inner el_class=”key-features-box” width=”1\/3″][vc_column_text css=”” el_class=”key-features-heading”]<\/p>\n

                            Review & Export<\/span><\/h3>\n

                            [\/vc_column_text][vc_column_text css=”” el_class=”key-features-content”]<\/p>\n

                              \n
                            • Provides an interface for verifying and correcting data.<\/span><\/li>\n
                            • Exports structured data in Excel, CSV, or JSON formats<\/span><\/li>\n<\/ul>\n

                              [\/vc_column_text][\/vc_column_inner][vc_column_inner el_class=”key-features-box” width=”1\/3″][vc_column_text css=”” el_class=”key-features-heading”]<\/p>\n

                              Security & Storage<\/span><\/h3>\n

                              [\/vc_column_text][vc_column_text css=”” el_class=”key-features-content”]<\/p>\n

                                \n
                              • Stores data securely in SQLite or PostgreSQL.<\/span><\/li>\n
                              • Ensures privacy and data integrity.<\/span><\/li>\n<\/ul>\n

                                [\/vc_column_text][\/vc_column_inner][vc_column_inner width=”1\/3″][vc_column_text css=”” el_class=”key-features-heading”]<\/p>\n

                                Analytics & Reporting<\/span><\/h3>\n

                                [\/vc_column_text][vc_column_text css=”” el_class=”key-features-content”]<\/p>\n

                                  \n
                                • Generates summary reports and insights from processed invoices.<\/span><\/li>\n
                                • Helps identify trends, totals, taxes, and vendor-specific metrics.<\/span><\/li>\n<\/ul>\n

                                  [\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row css_animation=”” row_type=”row” use_row_as_full_screen_section=”no” type=”grid” angled_section=”no” text_align=”left” background_image_as_pattern=”without_pattern” z_index=”” css=”.vc_custom_1778572188106{padding-top: 67px !important;padding-bottom: 90px !important;background-color: #FFFFFF !important;}” el_class=”ncst-results achieved-section”][vc_column][vc_column_text css=”” el_class=”port-title”]<\/p>\n

                                  Results achieved<\/h2>\n

                                  [\/vc_column_text][vc_row_inner row_type=”row” type=”full_width” text_align=”left” css_animation=”” el_class=”ncst-results achieved-row”][vc_column_inner width=”1\/2″][vc_column_text css=””]<\/p>\n

                                    \n
                                  • Speeds up invoice processing by automating extraction from PDFs and images.<\/li>\n
                                  • Improves data accuracy with AI and OCR-driven field detection.<\/li>\n
                                  • Streamlines workflows by converting invoices into structured data.<\/li>\n<\/ul>\n

                                    [\/vc_column_text][\/vc_column_inner][vc_column_inner width=”1\/2″][vc_column_text css=””]<\/p>\n

                                      \n
                                    • Handles high-volume bulk processing efficiently.<\/li>\n
                                    • Provides actionable insights for faster financial analysis.<\/li>\n
                                    • Enables seamless integration with ERP and accounting systems.<\/li>\n<\/ul>\n

                                      [\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row css_animation=”” row_type=”row” use_row_as_full_screen_section=”no” type=”grid” angled_section=”no” text_align=”left” background_image_as_pattern=”without_pattern” z_index=”” css=”.vc_custom_1714651326709{padding-top: 90px !important;padding-bottom: 90px !important;background-color: #e5f9ff !important;}” el_class=”portfolio-container info-sec”][vc_column][vc_column_text css=”” el_class=”port-title center-title”]<\/p>\n

                                      AUTOMATION TESTING TOOLS<\/h2>\n

                                      [\/vc_column_text][vc_row_inner row_type=”row” type=”full_width” text_align=”left” css_animation=”” css=”.vc_custom_1714651623013{padding-top: 40px !important;}”][vc_column_inner width=”1\/5″]

                                      \"Pytest\"

                                      Pytest<\/h3><\/span><\/div>[\/vc_column_inner][vc_column_inner width=”1\/5″ offset=”vc_col-lg-offset-0 vc_col-lg-2 vc_col-md-offset-0 vc_col-md-4 vc_col-sm-offset-0 vc_col-xs-12″]
                                      \"Apache

                                      Apache JMeter<\/h3><\/span><\/div>[\/vc_column_inner][vc_column_inner width=”1\/5″ offset=”vc_col-lg-offset-0 vc_col-lg-2 vc_col-md-offset-0 vc_col-md-4 vc_col-sm-offset-0 vc_col-xs-12″]
                                      \"Extent

                                      Extent Reports <\/h3><\/span><\/div>[\/vc_column_inner][vc_column_inner width=”1\/5″]
                                      \"Azure

                                      Azure DevOps Boards <\/h3><\/span><\/div>[\/vc_column_inner][vc_column_inner width=”1\/5″]
                                      \"Jenkins\"

                                      Jenkins<\/h3><\/span><\/div>[\/vc_column_inner][vc_column_inner width=”1\/5″]
                                      \"Amazon

                                      Amazon EC2<\/h3><\/span><\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row css_animation=”” row_type=”row” use_row_as_full_screen_section=”no” type=”grid” angled_section=”no” text_align=”left” background_image_as_pattern=”without_pattern” z_index=”” css=”.vc_custom_1778573562547{padding-top: 90px !important;padding-bottom: 90px !important;background-color: #e5f9ff !important;}” el_class=”portfolio-container project-screenshots-slider-section ncst-project-screenshots-slider-section”][vc_column][vc_column_text el_class=”port-title center-title”]<\/p>\n

                                      Project Screenshots<\/h2>\n

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                                      \t

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                                      \r\n\t\t\t\t\t\t\t\t\t\"Brijpay_Dashboard\"\r\n\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<\/div>\t\t\t<\/div>\r\n\t\t\t
                                      \r\n\t\t\t\t
                                      <\/div>\r\n\t\t\t<\/div>\r\n\t\t\t
                                      <\/div>\r\n\t\t\t
                                      <\/div>\r\n\t\t<\/div>\r\n\t<\/div>\n

                                      [\/vc_column_text][\/vc_column][\/vc_row][vc_row css_animation=”” row_type=”row” use_row_as_full_screen_section=”no” type=”grid” angled_section=”no” text_align=”left” background_image_as_pattern=”without_pattern” z_index=”” css=”.vc_custom_1714651326709{padding-top: 90px !important;padding-bottom: 90px !important;background-color: #e5f9ff !important;}” el_class=”portfolio-container info-sec”][vc_column][vc_column_text el_class=”port-title center-title”]<\/p>\n

                                      Technologies used<\/h2>\n

                                      [\/vc_column_text][vc_row_inner row_type=”row” type=”full_width” text_align=”left” css_animation=”” css=”.vc_custom_1714651623013{padding-top: 40px !important;}”][vc_column_inner width=”1\/5″]

                                      \"FastAPI\"

                                      FastAPI<\/h3><\/span><\/div>[\/vc_column_inner][vc_column_inner width=”1\/5″ offset=”vc_col-lg-offset-0 vc_col-lg-2 vc_col-md-offset-0 vc_col-md-4 vc_col-sm-offset-0 vc_col-xs-12″]
                                      \"Streamlit\"

                                      Streamlit<\/h3><\/span><\/div>[\/vc_column_inner][vc_column_inner width=”1\/5″ offset=”vc_col-lg-offset-0 vc_col-lg-2 vc_col-md-offset-0 vc_col-md-4 vc_col-sm-offset-0 vc_col-xs-12″]
                                      \"Tesseract

                                      Tesseract OCR<\/h3><\/span><\/div>[\/vc_column_inner][vc_column_inner width=”1\/5″ offset=”vc_col-lg-offset-0 vc_col-lg-2 vc_col-md-offset-0 vc_col-md-4 vc_col-sm-offset-0 vc_col-xs-12″]
                                      \"EasyOCR\"

                                      EasyOCR<\/h3><\/span><\/div>[\/vc_column_inner][vc_column_inner width=”1\/5″]
                                      \"BiLSTM-CRF

                                      BiLSTM-CRF Model<\/h3><\/span><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner row_type=”row” type=”full_width” text_align=”left” css_animation=”” css=”.vc_custom_1714651623013{padding-top: 40px !important;}”][vc_column_inner width=”1\/5″]
                                      \"OpenCV\"

                                      OpenCV<\/h3><\/span><\/div>[\/vc_column_inner][vc_column_inner width=”1\/5″ offset=”vc_col-lg-offset-0 vc_col-lg-2 vc_col-md-offset-0 vc_col-md-4 vc_col-sm-offset-0 vc_col-xs-12″]
                                      \"Pandas\"

                                      Pandas<\/h3><\/span><\/div>[\/vc_column_inner][vc_column_inner width=”1\/5″ offset=”vc_col-lg-offset-0 vc_col-lg-2 vc_col-md-offset-0 vc_col-md-4 vc_col-sm-offset-0 vc_col-xs-12″]
                                      \"openpyxl\"

                                      openpyxl<\/h3><\/span><\/div>[\/vc_column_inner][vc_column_inner width=”1\/5″ offset=”vc_col-lg-offset-0 vc_col-lg-2 vc_col-md-offset-0 vc_col-md-4 vc_col-sm-offset-0 vc_col-xs-12″]
                                      \"pdfplumber\"

                                      pdfplumber<\/h3><\/span><\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

                                      [vc_row css_animation=”” row_type=”row” use_row_as_full_screen_section=”no” type=”grid” angled_section=”no” text_align=”left” background_image_as_pattern=”without_pattern” z_index=”” el_class=”portfolio-container about-port ncst-about-section” css=”.vc_custom_1778573826072{padding-top: 100px !important;padding-bottom: 67.5px !important;background-color: #ffffff !important;}”][vc_column width=”1\/2″ el_class=”port-content-box” offset=”vc_col-lg-offset-0 vc_col-lg-6 vc_col-md-6 vc_col-xs-12″][vc_column_text css=”” el_class=”port-title”] About BrijPay [\/vc_column_text][vc_column_text…<\/p>\n","protected":false},"author":26,"featured_media":43609,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","portfolio_category":[2336],"portfolio_tag":[],"class_list":["post-43537","portfolio_page","type-portfolio_page","status-publish","has-post-thumbnail","hentry","portfolio_category-ai-ml"],"acf":[],"yoast_head":"\nBrijPay - iFlair Web Technologies<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"BrijPay - 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