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Harnessing AI to Orchestrate Intelligent Finance for a Hospitality Leader

Read | Mar 02, 2026

AUTHOR(s)

A WNS Perspective

Key Points

  • A hospitality leader faced fragmented ERP environments, decentralized finance operations and USD 1.4 Billion in unreconciled general ledger exposure, limiting visibility, increasing balance sheet risk and constraining decision agility.
  • WNS implemented a digitally orchestrated finance transformation across P2P, O2C and R2R, embedding AI-powered automation, intelligent workflows and strengthened controls to re-architect the operating model for scale, accuracy and governance.
  • The transformation reduced risk exposure by USD 0.6 Billion, delivered more than 40 percent efficiency gains, prevented USD 5.5 Million in duplicate payments and re-positioned finance as a faster, insight-led partner to the business.

The Industry Landscape
Finance Modernization amid Fragmentation and Margin Pressure

The hospitality industry faces mounting operational complexity, driven by tight margins, rising costs and expanding technology footprints across business units. Finance operations are often spread across multiple ERPs (Enterprise Resource Planning), Point-of-Sale (POS) systems and reconciliation platforms, leading to manual effort, inconsistency and long close cycles.

As hospitality organizations pursue finance modernization, the focus is shifting toward integrated ERP environments, process standardization and selective automation. CFOs are increasingly prioritizing AI in finance operations to enhance accuracy, reduce operational risk and create real-time visibility across Procure-to-Pay (P2P), Order-to-Cash (O2C) and Record-to-Report (R2R) cycles.

The Client Challenge
Manual, Fragmented Finance Operations with Low Process Maturity

The client’s finance operations were burdened by non-standardized workflows, limited automation and fragmented system architecture. Key challenges included:

Infographic-01

The result was a finance function that lacked agility, created delays in decision-making and limited the client’s ability to scale transformation.

The Solution
AI-powered Finance Transformation across P2P, O2C & R2R

WNS implemented an end-to-end transformation roadmap across all core finance functions, including R2R, P2P and O2C, backed by proprietary tools, automation and intelligent process design.

1. R2R Enhancements

  • Automated 20 percent of recurring journal entries through BlackLine
  • Accelerated general ledger close through early journal entry processing and sub-ledger optimization
  • Consolidated journal entry processing to minimize volume and standardize entries
  • Reduced unreconciled general ledger balance exposure by USD 0.6 Billion, strengthening balance sheet integrity and audit readiness

2. P2P Transformation

  • Deployed AP TRAC R3, WNS’ AI / ML-powered Accounts Payable (AP) platform, driving more than 40 percent efficiency gains and USD 1.7 Million+ in cost savings
  • Deployed an intelligent AP workflow to track and standardize the invoice processing flow, improving Optical Character Recognition (OCR) success to 80 percent, reducing touchpoints, optimizing queue movement and enabling real-time tracking

3. O2C & Capex Standardization

  • Consolidated and standardized Accounts Receivable (AR) workflows
  • Implemented Zoho case management system to streamline dispute and query resolution from vendors, customers and internal teams

4. Data Intelligence & Controls

  • Deployed WNS’ proprietary duplicate invoice detection solution to detect and prevent duplicate payments, identifying USD 6 Million worth of duplicate transactions
  • Developed and implemented an in-house Excel-based “search engine” tool to streamline invoice status checks across 400+ updates and 28 different tabs
  • Enabled real-time visibility and faster action on business-critical finance metrics

5. Digital & Automation Initiatives

  • Deployed 11 robotic projects across R2R, O2C and P2P, delivering 32 percent productivity gains and USD 1.1 Million in cost savings
  • Proposed touchless processing and Generative AI for vendor queries as forward-looking capabilities

These initiatives collectively enabled intelligent finance operations grounded in automation, analytics and control.

The Outcome
Unified Finance. Stronger Controls. Future-ready Operations

The transformation enabled the client to build a cohesive, efficient and scalable finance function with significant impact on performance, compliance and stakeholder experience.

Tangible outcomes included:

USD Billion reduction in unreconciled general ledger exposure

USD Million duplicate payments prevented

 percent+ efficiency gains across AP

 

 percent faster general ledger close

 percent faster invoice processing turnaround time