We have recently developed Automated Text Extraction Solution for Invoices & POs very similar to your requirements as below. Core workflow will remain same and we can customize to deliver as per your requirements -
Below is the proposal -
- Hybrid Docker Solution works on Local machine or Cloud or hosted on any web platform
- UI as well Batch(backgrd) Processing workflow.
- UI can be used to submit invoices manually for both modes - ML based algo(Auto flow) as well as Template based (Semi-Auto flow).
- Batch processing can pickup Invoices from local Server path for both ML based algo(Auto flow) as well as Template based (Semi-Auto flow).
- Supports multiple input file formats (pdf, gif, tif, etc)
- Supports output file format like csv, json, xml
- Required Data Xtraction including dynamic line items using OCR and ML/DL algorithm, OCR technology. Fully automated and scalable solution.
- Output Viewer/Dashboard to allow user to see the processed invoices info with status. Also allow loading of original invoices and generated output file for verification, edits if any and final confirmation.
- User Access Mgmt.
Technology - Tesseract, OpenCV, Python, ReactJS, NodeJS, Docker/Container, Google Colab for ML Model training
We can show you demo of our solution. Looking forward to hear from you.