From Manual Bottlenecks to Touchless Processing: How a UAE Commercial Vehicle Manufacturer Automated Its Accounts Payable

About the Client 

Industry : Manufacturing

Services : Trailers, Concrete Mixers, Truck Bodies, Specialized Utility Vehicles

Geography : United Arab Emirates

Customers : Construction companies, logistics companies, municipal authorities

The Situation

For a high-volume manufacturer supplying construction and logistics sectors across the UAE, accounts payable was running on manual effort at a scale that had become unsustainable.

Thousands of invoices arrived each month in mixed formats — scanned documents, PDFs, emails — and every one of them required a human to capture the data, validate it, and post it into SAP. There was no automation at any stage. The volume made errors inevitable, and errors meant rework, delayed payments, and vendors who could not rely on when they would be paid.

Three-way matching — the process of reconciling each invoice against its purchase order and goods receipt — was being done manually. It was slow, it was prone to discrepancy, and it was creating a bottleneck that rippled forward into approval cycles and payment timelines. Early-payment discount windows closed before approvals cleared. Vendor relationships absorbed the consequences.

Leadership had no real-time view of where invoices stood at any point in the cycle. Status tracking was reactive. Bottlenecks were identified after the damage was done, not before. Compliance and audit readiness depended on manual records that were inconsistent and time-consuming to produce.

The AP function needed to stop being a constraint and start being an operational asset.

The Shift in Approach: Partnering with Miraavi 

Miraavi designed and delivered an AI-enabled automation layer across the full accounts payable cycle, integrated directly into the client’s existing SAP environment.

Intelligent Capture An OCR engine was deployed to capture invoice data automatically from scanned documents, PDFs, and emails — regardless of format or source. Manual data entry was removed from the front of the process, eliminating the errors and delays that came with it.

Automated Three-Way Matching Automated reconciliation of each invoice against SAP purchase orders and goods receipts replaced the manual matching process. Discrepancies were flagged for targeted review rather than routing every invoice through a human checkpoint.

Rules-Based Approval Workflows Configurable, rules-driven approval workflows were implemented to route invoices through multi-level sign-off efficiently and in compliance with the client’s internal controls. Approvals that previously stalled now moved on structured timelines.

Seamless SAP Integration The automation layer was integrated directly into the client’s SAP environment, ensuring that invoice data flowed accurately and traceably into financial postings without manual intervention or reconciliation between systems.

Live Dashboards and Proactive Escalations Custom dashboards gave AP leadership real-time visibility into invoice aging, SLA performance, and bottlenecks across the cycle. Automated notifications and escalation triggers addressed delays before they became missed deadlines.

The solution was built on a modular, scalable architecture to enable deployment with minimal disruption to an active, high-volume operation.

The Outcome 

Stronger Vendor Relationships

Predictable, on-time payments replaced an inconsistent cycle that had strained supplier confidence.

Improved Cash Flow

Early-payment discount windows that had previously closed before approvals cleared were now consistently captured.

Removing manual effort from the invoice cycle produced measurable results across the AP function and the broader business. Processing time dropped 65% as automated capture and matching eliminated the manual work that had defined every stage of the cycle.

Exceptions and manual interventions fell by 40%, reducing rework and freeing the AP team to focus on genuine discrepancies rather than routine processing. Vendor relationships stabilised as on-time payments replaced unpredictable cycles that had accumulated over time. Cash flow improved as the organisation captured early-payment discounts that had previously been forfeited to slow approvals.

Compliance moved from a manual effort to a by-product of the process. Audit-ready invoice trails were generated automatically, without separate documentation effort.

The manufacturer moved from a high-effort, error-prone accounts payable operation to a connected, largely touchless process that runs at the pace its business requires.