Наука и технология в современном миреМирзаева Ширин Нодировна, Тахиров Чингиз Аъзамович +22026
Customer Deduction and Settlement Management Using Oracle Receivables and Channel Revenue Management at a Food Packaging company
Customer Deduction · Settlement Management Using Oracle · Sachin Sardana · Oracle ERP Cloud Solution Architect
Международный журнал по науке о данных и машинному обучению · 05 · 66-78 · 2025
Аннотация
Mass production and distribution companies face multifaceted challenges in managing customer deductions, promotional rebates, and trade settlement processes. Fragmented and manual deduction workflows have contributed to revenue leakage, aging receivables, and delays in cash application. This paper explores the implementation of Oracle Channel Revenue Management (ChRM) integrated with Oracle Receivables to create a streamlined, automated solution for end-to-end deduction processing, from claim initiation through settlement and accounting. Drawing upon the case of a food packing company’s U.S. operations, the study highlights how a rules- based, system-driven approach enhanced accuracy and control. Notably, the company achieved a 90% reduction in manual write-offs and shortened average claim resolution time from 21 days to 8 days. The integrated model not only minimized manual intervention but also improved transparency, strengthened financial compliance, and enhanced working capital efficiency. These results affirm that Oracle ChRM, when deployed strategically, can transform deduction management into a driver of operational and financial excellence. Key words: Oracle Receivables, Channel Revenue Management, Customer Deduction Management, Trade Promotion Settlements, Claims Processing, Revenue Leakage, Dispute Management, ERP Cloud, Food Packaging. 1. Introduction The complexities of customer trade agreements, extensive promotional activities, and high sales volumes in the food production and consumer packaging industry result in a high incidence of customer deductions. These deductions often arise from short payments on invoices due to returns, damaged goods, early payment discounts, off-invoice promotions, or other disputed claims. Beyond ensuring customer satisfaction, accurately and efficiently managing these deductions is critical for safeguarding revenue and maintaining financial integrity. This company, a leading North American packaging provider, faced mounting global competition and internal inefficiencies in deduction processing despite having Oracle ERP Cloud in place. While the order-to-cash cycle had been automated to an extent, deduction management remained fragmented and semi-manual. Sales teams maintained offline records of promotions, while finance teams struggled with validating and settling deductions, leading to delayed reconciliations, cash flow disruptions, and limited audit transparency. https://www.academicpublishers.org/journals/index.php/ijdsml 66 AMERICAN ACADEMIC PUBLISHER To address these challenges, company integrated Oracle Receivables with Oracle Channel Revenue Management (ChRM), achieving a transformative shift in how deductions were managed. This paper outlines that transformation by first reviewing relevant literature and industry insights. It then details the business challenges faced, the Oracle solution architecture, and a case study of the implementation at the company. Subsequent sections cover integration strategies, scalability, strategic benefits, and implementation limitations. The paper concludes with a discussion on future outlooks and the long-term value of this integrated solution. 2. Literature Review The issue of unstructured customer deduction management has been extensively acknowledged across retail, manufacturing, and distribution sectors. Scholars such as Borthick and Pennington [1] have noted that ineffective handling of receivables-related disputes contributes to systemic revenue exposure and extended Days Sales Outstanding (DSO). While automation and cross-functional transparency have been recognized as enablers of efficiency, many organizations still rely on fragmented processes or semi-manual tools. Oracle’s Channel Revenue Management (ChRM) has been promoted through vendor documentation as a centralized platform to manage trade claims, deductions, and accruals against contractual terms [3,4]. It integrates with Oracle Receivables to automate claim creation, link deductions to trade promotions, and initiate systematic investigation and settlement. However, while vendor literature emphasizes the platform’s configurability and control, there is a noticeable scarcity of independent, peer-reviewed studies validating Oracle ChRM's comparative advantage over alternative solutions. Studies such as those by Wong and Venkataraman [2] argue in favor of rule-based automation for deduction management, particularly in high-volume environments. They emphasize the need for validations linked to promotional reasoning and audit-readiness. Yet, their evaluations are largely conceptual and do not offer empirical comparisons of different ERP or claims management tools. Third-party industry research highlights several competing technologies, including SAP’s Trade Promotion Management, Vistex, and Blacksmith Applications, which offer similar functionality for claim validation and settlement. A recent Deloitte report [9] points out that many companies face integration hur
Доказательный фрагмент
«Mass production and distribution companies face multifaceted challenges in managing customer deductions, promotional rebates, and trade settlement processes.»
Образец извлечения
Демо-превьюMass production and distribution companies face multifaceted challenges in managing customer deductions, promotional rebates, and trade settlement processes. Полный текст публикации CiteX не хранит — доступ к первоисточнику открывается по DOI согласно лицензии издателя и выбранному плану.
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- Тип
- Журнал
- Страна
- Узбекистан
- Ключевые слова
- Oracle Receivables, Channel Revenue Management, Customer Deduction Management, Trade, Revenue Leakage, ERP Cloud, Trade Promotion Settlements, Huhtamaki Inc, Claims Processing, Dispute Management
Смежные источники
ЖУРНАЛ ТЕХНИЧЕСКИХ ИССЛЕДОВАНИЙЭлмурод Сотволдиевич Умаров, Зиёдбек Шавкатович Халилов +12021
Авторефераты диссертацийKarimova Gulirano Muxtor qizi2026
Медицина и инновацииМ Сабиров, О Скосырева +12021