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The Customer

A multinational corporation in the electronics and technology sector, renowned for its broad portfolio of business and consumer products.

Company Size

50,000+ employees

Transaction Volume

1,000+ per month

The Benefits

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Bots now operate 24/7, processing invoices automatically and accurately

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Invoice validation and posting times have been reduced by over 50%

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The AP team has shifted focus from manual data entry work to strategic tasks and exception handling

The Problem

Before automation, the AP team manually downloaded and validated invoice attachments from emails before processing them inside Ariba.


Each invoice type—whether PO-based, contract-based, or non-PO—required a

distinct workflow involving distinct validation rules, input requirements, and

regulatory obligations.


Such process complexities resulted in a long cycle time and introduced frequent

opportunities for human error


Moreover, there were significant variances in the way each entity was handling the invoices, leading to a lack of standardization and potential compliance risks.


Some of the key challenges with the as-is process include:


1. Process Inefficiencies

  • Tedious, repetitive tasks

  • Increased workload during peak periods

  • Long processing time leading to lower vendor satisfaction with AP team

2. Operational Visibility and Control

  • Inconsistent processing of invoices across entities

  • No real-time visibility into processing status

  • Limited traceability and auditability

3. Risk and Compliance

  • High error rate due to human errors

  • Concerns over non-compliance


Despite the clear inefficiencies, the client’s initial attempt at automation fell short.They implemented an Optical Character Recognition (OCR) solution from a legacy provider, but its rigid limitations hindered success. 


The system required custom templates for each supplier—an unfeasible approach given the volume and variability of incoming invoices. Disheartened, the team reverted to manual processing. As invoice volumes continued to grow, the AP team struggled to cope, often working overtime to meet month-end deadlines.

The Solution

CFB Bots was brought in to design and implement a fully automated, end-to-end AP invoice processing solution, leveraging state-of-the-art technologies including Artificial Intelligence (AI), Machine Learning (ML), Human-in-the-Loop (HITL), and Robotic Process Automation (RPA).


Key enhancements delivered:

  • ML-powered document classification filters out non-invoice documents automatically

  • AI-driven data extraction supports diverse invoice layouts and multiple languages

  • HITL validation ensures quality control on low-confidence cases

  • Smart exception handling with seamless routing to human users for intervention

  • Dynamic workflows optimized for PO, contract-based, and non-PO invoice types

  • Rigorous data validations, including checks on vendor and tax information

  • Seamless integration with enterprise systems such as Outlook, Ariba, and SharePoint 

  • Real-time dashboards and reporting for enhanced operational transparency


The Results


The implementation proved transformative. With the new AI and automation solution:

  • Bots now operate 24/7, processing invoices automatically and accurately

  • Invoice validation and posting times have been reduced by over 50%

  • The AP team has shifted focus from manual data entry work to strategic tasks and exception handling

  • Vendor satisfaction has improved due to faster processing and reduced errors

  • The solution ensures full compliance with tax and audit requirements across multiple jurisdictions

Automating AP Invoice Processing with AI improves Productivity and Throughput

Manufacturing | Finance

Automating AP Invoice Processing with AI improves Productivity and Throughput

Automating AP Invoice Processing with AI improves Productivity and Throughput
Image by Douglas Bagg

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Robotic Process Automation Singapore

CFB Bots is a leading technology service provider in the fast-growing field of Agentic AI and Robotic Process Automation. We partner with large enterprises in their Digital Transformation journey and help them and their employees thrive in the Future of Work.

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