Home / Case Studies / Automated Billing Solution
/ Case Study · Finance
An AI-Powered Automated Billing Solution. Invoices, Read and Reconciled.
/ The engagement
Billing Automation With Paddle OCR and NER.
Brainvire developed an automated billing tool that extracts precise billing information from scanned and digital invoices, including customer names, invoice numbers, amounts, and due dates. Leveraging Paddle OCR and NLP Spacy NER, it enhances operational efficiency and accuracy, automates tedious tasks, reduces errors, and sends automated email notifications to stakeholders.
/ About the client
Brainvire, a digital transformation company, developed an automated billing generation tool to streamline invoicing. Leveraging advanced tech, our experts extract precise billing information from scanned invoices, including customer names, invoice numbers, amounts, and due dates.
We aimed to revolutionize billing processes by automating data extraction from scanned and digital invoices. Leveraging advanced technologies like Paddle OCR and NLP Spacy NER, we enhanced operational efficiency and accuracy, automating tedious tasks, reducing errors, and sending automated email notifications to stakeholders.
/ The approach
Design, architecture, and features, shipped as one program.
Tech, combined
We integrated cutting-edge technologies, maximizing data extraction efficiency and accuracy from scanned invoices.
Deep learning read
We used a deep learning based OCR technology known for handling diverse document formats with precision.
Fields, exact
We used a powerful tool for accurate extraction of key billing details from unstructured text, enhancing data precision.
Shared clearly
We provided stakeholders with billing data in Excel format, serving as a centralized repository for easy access and review.
/ What stood in the way
Four problems, solved without a maintenance window.
Select a challenge to see how it shaped the build.
Error consequences
Errors risked processing incorrect billing information, leading to discrepancies and potential financial losses. We implemented a robust validation and error-checking mechanism to enhance accuracy.
Format variability
Invoice format variability demanded an adaptable data extraction solution. We integrated Paddle OCR to handle various document formats and layouts and extract data accurately.
Email security
Secure email transmission of billing data was vital to mitigate security risks and ensure compliance. We implemented encryption protocols and TLS for secure transmission.
Adoption challenge
Successful adoption of automated billing required comprehensive stakeholder training and support. We developed a training program that educated stakeholders on the system capabilities.
/ Product screens
The delivered experience.
The interface people actually use.
/01OCR Extraction
/02Validation
/03Batch Processing
/04Reports/ The results
What changed, in numbers.
/ Next step
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