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How does AI led AP automation help in Straight Through Invoice Processing

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Zycus

Published On: 04/12/2023

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Straight Through Invoice Processing

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The integration of Generative AI for Invoice Processing and Accounts Payable into financial operations isn’t just a technological upgrade—it’s a strategic revolution. Consider the case of a high-tech company in Silicon Valley, where the adoption of AI-driven processes has slashed invoice processing times by 80%, demonstrating a clear shift in operational efficiency.

This blog delves into how similar deployments in procure-to-pay cycles and accounts payable not only enhance process efficiencies but also strengthen vendor relationships and financial positioning, paving the way for scalable growth and improved bottom lines.

Generative AI in Accounts Payable: Automating Invoice Matching in P2P

Challenges in Traditional Invoice Matching

The traditional approach to invoice matching frequently involves manual entry and comparisons, making it susceptible to human errors like duplicate payments, missed discounts, and compliance issues. These tasks consume considerable time and resources, often causing payment delays and strained vendor relationships.

Download our whitepaper: 4 Pillars to Accounts Payable Automation

Transforming Invoice Reconciliation with Generative AI

By leveraging Generative AI for automating invoice matching in procure to pay and accounts payable, organizations can automate the comparison of invoices against purchase orders and delivery receipts. This AI-driven method:

  • Learns and Adapts: AI algorithms process historical data to understand patterns and variations in invoicing, adjusting to new anomalies or changes without manual intervention.
  • Automates Decision-Making: By applying predefined rules and learning from each transaction, AI promptly decides on invoice approvals or rejections, minimizing the need for human oversight.

Explore Zycus’ Procure to Pay software

Real-World Impact

Consider a large electronics manufacturer that recently integrated a generative AI system for invoice matching, leading to:

  • A reduction in processing time by up to 80%.
  • Enhanced compliance and accuracy through reduced human errors.
  • Significant cost savings from fewer required resources in the accounts payable department.

Improving Payment Efficiency with Generative AI for Invoice Processing:

Strategic Payment Optimization

In the complex realm of payment processing, every step—determining the ideal payment method and timing—impacts cash flow and financial health.

Read more: P2P Vendors: 7 Ways They Improve Your Firm’s Cash Flow

Techniques and Benefits

  • Automated Scheduling and Method Selection: AI systems evaluate past transactions and external factors to suggest the most cost-effective payment methods and schedules.
  • Dynamic Discounting Opportunities: AI aids in capturing early payment discounts and avoiding late penalties by forecasting the optimal times to settle invoices.

Case Study Highlight

A multinational consulting firm adopted AI-driven systems for managing vendor payments, achieving:

Generative AI in Procure to Pay and Accounts Payable for Reducing Manual Tasks

Overview of Manual Tasks

The extensive volume of manual processes in conventional settings—data entry for invoices, auditing for compliance, and fraud detection checks—are time-consuming and error-prone.

Utilizing AI for Automation

  • Data Entry and Audits: AI algorithms efficiently manage large volumes of data, extracting and verifying invoice information automatically, reducing the need for manual entries.
  • Enhanced Compliance Checks: AI continually learns from transactions, ensuring all payments comply with regulatory standards and mitigating the risk of fines.

Real-time Example

A finance technology startup introduced AI to automate 70% of its compliance checks, resulting in:

  • A 40% decrease in operational costs.
  • Increased employee focus on strategic tasks, boosting morale and productivity.

Optimizing Cash Flow with Generative AI for Invoice Processing and Accounts Payable

Importance of Effective Cash Flow Management

Cash flow is vital for business sustainability and growth. Payment delays can tie up working capital, while premature payments might deplete resources.

Benefits of AI in Cash Management

  • Predictive Analysis: AI models forecast future cash needs based on seasonal trends, market conditions, and company spending patterns, aiding businesses in preparing for financial demands.
  • Identification of Cash Flow Enhancements: AI identifies inefficiencies and suggests improvements, such as renegotiating supplier payment terms or optimizing inventory levels.

Read more: The State of ePayables: The Convergence of Cash, Suppliers and Intelligence

Success Story

An international retail corporation revamped its cash flow management using AI, achieving:

  • A 50% improvement in underutilized cash flow.
  • Enhanced investment opportunities due to better liquidity management.

Real-World Application: SIRVA Achieves Sourcing Efficiency with GenAI

As we delve into the transformative impact of Generative AI, it’s crucial to highlight real-world examples of organizations leveraging these advanced technologies for significant benefits. SIRVA, a leading global moving and relocation services provider, is one such example.
Discover how SIRVA transformed its procurement processes and achieved remarkable efficiency gains by adopting Zycus’ GenAI-based solutions. Watch the video below to learn more about their journey and the significant improvements they experienced.

 

Comprehensive Integration of Generative AI for Invoice Processing and Accounts Payable

By integrating Generative AI across all aspects of the procure-to-pay and accounts payable spectrum—ranging from automating invoice matching to enhancing payment processing efficiency, reducing manual tasks, and optimizing cash flow—businesses are witnessing a transformative impact on their operations.

Each of these areas, while distinct, interconnects to form a comprehensive approach that addresses the inherent inefficiencies and risks traditionally associated with procurement and financial processes. The application of Generative AI not only streamlines these operations but also bolsters compliance, enhances relationships with vendors, and strengthens the overall financial health of organizations.

Explore Zycus’ Gen AI-powered Procurement Chatbot on MS Teams
The potential of this technology is vast, and its real-world applications are already demonstrating significant returns in terms of time savings, cost reduction, and improved accuracy. Embracing such technologies positions companies at the forefront of innovation, ensuring they maintain a competitive edge in the increasingly complex market landscape.

Are you ready to explore how Generative AI can transform your procure-to-pay and accounts payable processes? Contact us today to schedule a demo and learn more about the possibilities that await.

Related Reads:One of an enterprise’s biggest challenges is consolidating and processing payments to different vendors and suppliers. Organizations that deal with various vendors and suppliers must ensure that their payments are processed on time and accurately. By implementing Straight Through Invoice Processing, large amounts of paperwork and data entry can be automated, reducing inefficiencies and improving payment accuracy.

Payments can also become a significant obstacle. In today’s fast-paced business environment, organizations must leverage technology to improve operational efficiency and optimize cash flows. Straight Through Invoice Processing (STP) can address all such challenges.  

What is Straight Through Invoice Processing (STP)?  

Straight Through Invoice Processing is the automation of the entire invoice processing and payment process, from the receipt of the invoice to the payment. STP eliminates manual interventions and the need for human approval, resulting in faster processing times and reduced errors. With minimal human intervention, Straight Through Invoice Processing ensures that invoices are processed accurately and efficiently.

STP is critical for organizations that process a high volume of invoices and must reduce processing costs and improve their cash flow.  

How does AI led AP automation help in Straight Through Invoice Processing (STP)  

AI-powered Accounts Payable automation software leverages ML and NLP algorithms to automate invoice processing and payment processing. AI enables organizations to capture and extract data from invoices, match invoices with purchase orders and contracts, and automatically route invoices for approval based on predefined rules.

AI/ML models are auto-trained in case any changes are made, which results in better accuracy in the future. AI-powered AP automation reduces manual intervention and enables organizations to achieve Straight Through Invoice Processing.  

How to improve Straight Through Invoice Processing using accounts payable automation 

1. Invoice capture and Data extraction 

AI-powered AP automation can capture and extract data from invoices accurately and efficiently. AI algorithms can read and interpret data from different formats, including scanned and electronic invoices. AI can identify and extract relevant data fields such as invoice number, date, vendor name, and line item details. AI can also validate the accuracy of the data extracted from the invoices, reducing the risk of errors and delays.  

According to a study by The Hackett Group, companies that automate their AP processes can process invoices with a Straight Through Invoice Processing rate of up to 95%. This high rate of Straight Through Processing (STP) enables companies to process invoices faster and with fewer errors, improving their cash flow and vendor relations.  

2. Two-way and three-way Invoice matching  

Now invoices sent in any format are scanned and digitized with AI-enabled OCR technology. Powerful AI tools enable automatic routing and reconciliation of invoices. The AI performs two-way or three-way matches of invoices and optimizes the workflow. AI-powered AP automation can match invoices with purchase orders and contracts automatically.

AI algorithms can compare invoice data with purchase order data to ensure that the invoice is accurate and valid. AI can also identify discrepancies and flag them for review, reducing the need for manual intervention. In addition, the software seamlessly integrates with all significant enterprise resource planning (ERP) systems. For example, the customer raised a purchase order with the number PO1234 towards a supplier. Once the order is fulfilled, the supplier will share the invoice with the customer with the same purchase order number, PO1234.

The system, at this stage, will reconcile these documents. It will match the supplier’s purchase order and invoice of the manufacturer to ensure that documents of the same transaction are being processed.  

AI and ML also give self-learning capabilities to the AP automation software. So as the software learns more tasks, it gets better at accomplishing them over time. Data indicates that with manual invoice processes, companies face a 2% error rate each year which translates to an expensive impact on their AP teams – in fact, 200 hours of labor for 10k invoices! AI will make Straight Through Invoice Processing (STP) a reality.

These costly errors can be significantly reduced to 0.8% by utilizing AP automation solutions. These tools also can automatically detect and flag duplicate invoices before they cause any additional cost burden.   

Download our Whitepaper – How to efficiently achieve Straight Through Processing (STP) with AI-Led Automation

3. Approval Workflows  

Automating the invoice/AP approval process along with PO matching significantly eliminates the need for human intervention. AI-powered AP automation can route invoices for approval based on predefined rules. Once the invoices are matched effectively, AI can automatically route invoices to the appropriate approver based on factors such as the amount of the invoice, the vendor, and the department that requested the purchase.

AI can also prioritize invoices based on their due date, ensuring that invoices are approved and processed on time. Automated follow-ups are triggered to remind them of upcoming deadlines  

4. Payment Processing 

AI-powered AP automation can automate payment processing, reducing the need for manual intervention. AI can initiate payments based on predefined rules, such as the due date of the invoice, the payment terms, and the available cash flow.

AI can also integrate with payment gateways and banking systems, enabling organizations to process payments faster and more efficiently.  

Read our latest blog- How to get started with Accounts Payable Automation

Why choose Zycus AI lead AP Automation for driving Straight Through Invoice Processing (STP)?  

The Zycus AP Automation Solution targets holistic AP transformation and leverages the AI/machine learning capabilities of the Zycus Merlin AI platform. A template-free approach that delivers improved straight-through processing rates with high accuracy and relatively low total costs of ownership (TCO), Zycus Invoice Extraction uses Merlin AI to automatically extract and structure invoice data.

It reduces costly manual effort, increases AP team productivity, and accelerates average invoice processing speed by over 50%. In manual or partially-automated invoice processing systems (using OCR tools), AP team members typically spend loads of time looking up and adding cost-booking information to individual PO/invoice line items, especially for non-PO invoices.

Zycus Cost Allocation Prediction takes over this process, automatically predicting, with confidence scores, the correct cost-booking information at a line-item level.   

Auto training cuts the time and effort needed for invoice coding, improves AP team efficiency, and accelerates invoice review and processing.  

The Zycus AP Automation Solution also supports multiple languages and delivers significantly high field-level accuracy for headers and line items, reducing the number of instances requiring human intervention

To get started with Accounts Payable Automation, request a demo today! Our experts will guide you through the process and show you how Zycus can help streamline your accounts payable process.

Related Read:

  1. Blog – The Benefits of AI-led AP Automation Solutions over OCR Tools
  2. Blog – How to get started with Accounts Payable Automation
  3. How to Increase Accounts Payable productivity Without Increasing Headcount
  4. How AI Powered Chatbots Are Transforming Workflow Management
  5. Setting Up Internal Controls in Accounts Payable Processes
  6. White Paper – Moving Procurement to the cloud for resilient and efficient operations
  7. White paper – Account Payables Report Card: Survey Findings
  8. Ebook- AP LEADERSHIP INSIGHTS 2023: Driving AP Transformation and Cost Efficiency With AI-Led Automation
  9. Ebook- Reducing Costs and Improving Financial Management: The Benefits of AI–led Accounts Payable Technology in Healthcare
  10. Solution: Accounts Payable Automation Software
  11. Solution: AI-Powered e-Invoicing Software
  12. Solution: Vendor Invoice Management System

Watch the AI Agents Work – Live Demo of Merlin Agentic Platform in Action

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Zycus is a leader in Cognititive Procurement. A leading SaaS platform used by many large enterprises across the globe for enabling efficiency and effectiveness of the procurement function.

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