on - edited by
Michael_S
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Automated invoice processing from emailed documents into accounts payable system
Which industry did you deploy this use case in?
- Public Sector
Which functional area / department within the organization benefitted most from this automation?
- Accounts Payable
Which SS&C Blue Prism tools did you use?
- SS&C Blue Prism
- Digital Exchange
Describe the problem your automation aimed to solve
Each day, approximately 700 invoices are delivered to a designated email inbox by a wide range of vendors, each using their own unique formats. These invoices fall into five distinct document types, each of which undergoes its own dedicated automation workflow process before being ultimately uploaded to the target invoicing system.
Provide a brief, step-by-step outline of how you set up your automation
Step 1: Discovery
We conducted a series of sessions with the team to gain insight into the existing manual invoice processing workflow as well as examine the OCR tools in use. Additionally, we observed that the team was manually inputting data based on their knowledge and experience. Decision-making criteria included factors such as the total amount, line-item description, invoice country, and various document types.
Step 2: Design
The comprehensive solution leveraged Blue Prism and ABBYY to handle the entire invoice processing cycle, encompassing loading the invoices, conducting processing tasks, validation through Intelligent Document Processing (IDP) as well as in Blue Prism, and finally, registering the data into the Accounts Payable (AP) system. Specific workflows and rules were designed for each document type to ensure accurate data extraction and processing.
Step 3: Build
Blue Prism serves as the centralized automation platform responsible for several key tasks within the workflow:
- Email Management: Blue Prism reads all email boxes and categorizes the documents it receives. It identifies and rejects invalid emails, ensuring that only relevant documents are processed.
- Intelligent Document Processing (IDP): Documents are sent to the IDP engine for automated processing. Once processed, the data extracted from these documents becomes available for further validation and upload within Blue Prism.
- Validation and Verification: Blue Prism performs validation on automated documents. However, documents falling below a certain confidence threshold are flagged for human verification and sent back to ABBYY. Comments explaining why human verification is required are provided.
- Invoice Preparation: The final invoice is prepared according to the format required for the target Accounts Payable (AP) system in Blue Prism to ensure successful data upload.
- Vendor Communication: After successful processing and validation, an email notification is sent back to the original vendor email, confirming the completion of the invoice processing.
- Maintenance Features: The system also incorporates various maintenance functionalities, including reporting capabilities, automated data purging, and archiving, to ensure the system's efficiency and data management over time.
This comprehensive approach ensures efficient and accurate invoice processing while minimizing manual intervention and improving communication with vendors.
Step 4: QA
The development of this solution was a multi-phase journey that required several iterations and adjustments to meet the expected standards. Given its complexity and the numerous components involved, the solution underwent multiple changes, fixes, and enhancements to ensure it met its intended objectives. This iterative approach allowed for continuous improvement and refinement, ultimately resulting in a robust and effective system.
Step 5: Run
Utilizing the agile methodology was a strategic choice to manage and develop this project effectively, given its inherent complexity. This approach enabled the team to continuously address issues, make necessary fixes, and deliver incremental improvements. Through multiple refinement cycles and enhancements, we were able to achieve the highest possible document automation quality while ensuring the long-term sustainability and maintainability of the system. Agile practices were instrumental in adapting to evolving requirements and delivering a robust solution.
What were the main challenges you faced during this project, and how did you overcome them?
Helping business users understand how to collaborate effectively with automation robots was a critical aspect of this project. Adapting to changes in the existing manual processes presented its own set of challenges. Managing invoice volume and package versions emerged as crucial components of the project's success.
What was the impact of your project?
The project's ultimate outcome was highly favorable. It resulted in a well-optimized invoice automation process, leading to significant savings in terms of human resources and the elimination of extensive manual efforts. This streamlined approach substantially reduced errors and allowed the team to concentrate their efforts on handling problematic invoices that couldn't be easily processed by automation, while straightforward invoices continued to be processed seamlessly in an automated fashion. Overall, the project achieved its objectives efficiently and delivered valuable benefits to the organization.
Additional information
The success of a document automation project relies on several key factors:
- IDP Platform Selection: Choosing the right Intelligent Document Processing (IDP) platform is foundational. Evaluate various platforms to ensure it align with your project's specific requirements in terms of accuracy, scalability, and compatibility with your existing systems.
- Stakeholder Expectation Management: Setting clear and realistic expectations with all stakeholders is crucial. Ensure everyone understands the project's goals, capabilities, and limitations of the automation system to avoid misunderstandings and foster support.
- Design Emphasis: Give careful attention to the project's design phase. A well-thought-out design is pivotal to the project's success, as it determines how effectively the automation system will operate. Consider factors such as workflow, exception handling, and user interfaces during the design process.
By addressing these aspects, you can establish a strong foundation for your document automation project, increase the likelihood of success, and ensure it aligns with your organization's objectives and needs.
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Thanks & Regards,
Tejaskumar Darji - https://www.linkedin.com/in/tejaskumardarji/
Technical Lead
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