International Journal of Multidisciplinary Research and Growth Evaluation  |  ISSN (Online): 2582-7138  |  Double-Blind Peer Review  |  Open Access  |  CC BY 4.0

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     2026:7/3

International Journal of Multidisciplinary Research and Growth Evaluation

ISSN (Online): 2582-7138 | Open Access

Designing Ethical AI Governance for Contract Management Systems in International Procurement Frameworks

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Published:

Volume: 2 | Issue: 2 | Pages: 454-463

Subject: Management

Country: Nigeria

DOI: https://doi.org/10.54660/IJMRGE.2021.2.2.454-463

License: CC BY 4.0

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Abstract

As artificial intelligence (AI) becomes increasingly integrated into contract management systems, particularly within international procurement frameworks, ensuring ethical governance is paramount. This review explores the intersection of AI ethics, legal compliance, and procurement transparency, focusing on the development of robust governance structures to mitigate risks such as algorithmic bias, opacity, and data misuse. The paper evaluates the role of ethical principles—including accountability, fairness, transparency, and human oversight—in guiding AI-driven decision-making processes within cross-border procurement ecosystems. Special emphasis is placed on international legal standards, procurement regulations, and the ethical dilemmas posed by automated contract generation, performance tracking, and risk assessment. Additionally, the review examines best practices and policy frameworks from multilateral organizations, identifying gaps in current governance models and proposing a harmonized approach to AI oversight. By synthesizing findings from interdisciplinary literature and case studies, this paper aims to provide a comprehensive framework for designing ethical AI governance structures that align with international norms, institutional integrity, and sustainable procurement goals.

How to Cite This Article

Jeanette Uddoh, Daniel Ajiga, Babawale Patrick Okare, Tope David Aduloju (2021). Designing Ethical AI Governance for Contract Management Systems in International Procurement Frameworks . International Journal of Multidisciplinary Research and Growth Evaluation (IJMRGE), 2(2), 454-463. DOI: https://doi.org/10.54660/IJMRGE.2021.2.2.454-463

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References

  1. 1. Abayomi AA, Mgbame AC, Akpe OEE, Ogbuefi E, Adeyelu OO. Advancingequitythroughtechnology: Inclusivedesignof BIplatformsforsmallbusinesses. IREJ.2021;5(4\:2357.
  2. 2. Abayomi AA, Ubanadu BC, Daraojimba AI, Agboola OA, Ogbuefi E, Owoade S. Aconceptualframeworkforreal-timedataanalyticsanddecision-makingincloud-optimizedbusinessintelligencesystems. IREJ.2021;4(9\:
  3. 2712. Availablefrom: https://irejournals. com/paper-details/
  4. 17083173. Abiola Olayinka Adams, Nwani S, Abiola-Adams O, Otokiti BO, Ogeawuchi JC. Building Operational Readiness Assessment Modelsfor Micro, Small, and Medium Enterprises Seeking Government-Backed Financing. JFront Multidiscip Res.2020;1(1\:
  5. 3843. DOI:10.54660/IJFMR.2020.1.1.38-43.
  6. 4. Abiola-Adams O, Azubuike C, Sule AK, Okon R. Optimizing Balance Sheet Performance: Advanced Assetand Liability Management Strategiesfor Financial Stability. Int JSci Res Updates.2021;2(1\:
  7. 5565. DOI:10.53430/ijsru.2021.2.1.0041.
  8. 5. Abisoye A, Akerele JI. High-Impact Data-Driven Decision-Making Modelfor Integrating Cutting-Edge Cybersecurity Strategiesinto Public Policy. Governance, and Organizational Frameworks.2021.
  9. 6. Adebisi B, Aigbedion E, Ayorinde OB, Onukwulu EC. AConceptual Modelfor Predictive Asset Integrity Management Using Data Analyticsto Enhance Maintenanceand Reliabilityin Oil&Gas Operations.2021.
  10. 7. Adekunle BI, Chukwuma-Eke EC, Balogun ED, Ogunsola KO. Apredictivemodelingapproachtooptimizingbusinessoperations: Acasestudyonreducingoperationalinefficienciesthroughmachinelearning. Int JMultidiscip Res Growth Eval.2021;2(1\:7919.
  11. 8. Adekunle BI, Chukwuma-Eke EC, Balogun ED, Ogunsola KO. Machinelearningforautomation: Developingdata-drivensolutionsforprocessoptimizationandaccuracyimprovement. Mach Learn.2021;2(1\.
  12. 9. Adekunle BI, Chukwuma-Eke EC, Balogun ED, Ogunsola KO. Predictive Analyticsfor Demand Forecasting: Enhancing Business Resource Allocation Through Time Series Models.2021.
  13. 10. Adenuga T, Ayobami AT, Okolo FC. Layingthe Groundworkfor Predictive Workforce Planning Through Strategic Data Analyticsand Talent Modeling. IREJ.2019;3(3\:15961.
  14. 11. Adenuga T, Ayobami AT, Okolo FC. AI-Driven Workforce Forecastingfor Peak Planningand Disruption Resiliencein Global Logisticsand Supply Networks. Int JMultidiscip Res Growth Eval.2020;2(2\:
  15. 7187. Available International Journalof Multidisciplinary Researchand Growth Evaluationwww. allmultidisciplinaryjournal. com460from: https://doi. org/10.54660/. IJMRGE.2020.1.2.71-
  16. 8712. Adesemoye OE, Chukwuma-Eke EC, Lawal CI, Isibor NJ, Akintobi AO, Ezeh FS. Improvingfinancialforecastingaccuracythroughadvanceddatavisualizationtechniques. IREJ.2021;4(10\:2757.
  17. 13. Adewale TT, Olorunyomi TD, Odonkor TN. Advancingsustainabilityaccounting: Aunifiedmodelfor ESGintegrationandauditing. Int JSci Res Arch.2021;2(1\:16985.
  18. 14. Adewale TT, Olorunyomi TD, Odonkor TN. AI-poweredfinancialforensicsystems: Aconceptualframeworkforfrauddetectionandprevention. Magna Sci Adv Res Rev.2021;2(2\:11936.
  19. 15. Adewoyin MA. Developingframeworksformanaginglow-carbonenergytransitions: overcomingbarrierstoimplementationintheoilandgasindustry.2021.
  20. 16. ADEWOYINMA, OGUNNOWOEO, FIEMOTONGHAJE, IGUNMATO, ADELEKEAK. Advancesin CFD-Driven Designfor Fluid-Particle Separationand Filtration Systemsin Engineering Applications.2021.
  21. 17. Adewoyin MA. Developing Frameworksfor Managing Low-Carbon Energy Transitions: Overcoming Barriersto Implementationinthe Oiland Gas Industry. Magna Sci Adv Res Rev.2021;1(3\:
  22. 6875. DOI:10.30574/msarr.2021.1.3.0020.
  23. 18. Adewoyin MA. Strategic Reviewsof Greenfield Gas Projectsin Africa. Glob Sci Acad Res JEcon Bus Manag.2021;3(4\:15765.
  24. 19. Adewoyin MA, Ogunnowo EO, Fiemotongha JE, Igunma TO, Adeleke AK. AConceptual Frameworkfor Dynamic Mechanical Analysisin High-Performance Material Selection. IREJ.2020;4(5\:13744.
  25. 20. Adewoyin MA, Ogunnowo EO, Fiemotongha JE, Igunma TO, Adeleke AK. Advancesin Thermofluid Simulationfor Heat Transfer Optimizationin Compact Mechanical Devices. IREJ.2020;4(6\:11624.
  26. 21. Afolabi SO, Akinsooto O. Theoreticalframeworkfordynamicmechanicalanalysisinmaterialselectionforhigh-performanceengineeringapplications. No?s.2021;3.
  27. 22. Agho G, Ezeh MO, Isong M, Iwe D, Oluseyi KA. Sustainableporepressurepredictionanditsimpactongeo-mechanicalmodellingforenhanceddrillingoperations. World JAdv Res Rev.2021;12(1\:54057.
  28. 23. Ajiga DI, Hamza O, Eweje A, Kokogho E, Odio PE. Machine Learningin Retail Bankingfor Financial Forecastingand Risk Scoring. IJSRA.2021;2(4\:3342.
  29. 24. Akinade AO, Adepoju PA, Ige AB, Afolabi AI, Amoo OO. Aconceptualmodelfornetworksecurityautomation: Leveraging AI-drivenframeworkstoenhancemulti-vendorinfrastructureresilience. Int JSci Technol Res Arch.2021;1(1\:3959.
  30. 25. Akinbola OA, Otokiti BO, Akinbola OS, Sanni SA. Nexusof Born Global Entrepreneurship Firmsand Economic Developmentin Nigeria. Ekon Manaz Spektrum.2020;14(1\:5264.
  31. 26. Akpe OEE, Mgbame AC, Ogbuefi E, Abayomi AA, Adeyelu OO. Bridgingthebusinessintelligencegapinsmallenterprises: Aconceptualframeworkforscalableadoption. IREJ.2020;4(2\:15961.
  32. 27. Akpe OE, Mgbame AC, Ogbuefi E, Abayomi AA, Adeyelu OO. Barriersand Enablersof BITool Implementationin Underserved SMECommunities. IREJ.2020;3(7\:21120.
  33. 28. Akpe OE, Mgbame AC, Ogbuefi E, Abayomi AA, Adeyelu OO. Bridgingthe Business Intelligence Gapin Small Enterprises: AConceptual Frameworkfor Scalable Adoption. IREJ.2020;4(2\:15968.
  34. 29. Akpe OE, Ogeawuchi JC, Abayomi AA, Agboola OA. Advancesin Stakeholder-Centric Product Lifecycle Managementfor Complex, Multi-Stakeholder Energy Program Ecosystems. IREJ.2021;4(8\:17988.
  35. 30. Akpe OE, Ogeawuchi JC, Abayomi AA, Agboola OA, Ogbuefis E. AConceptual Frameworkfor Strategic Business Planningin Digitally Transformed Organizations. IREJ.2020;4(4\:20714.
  36. 31. Akpe OE, Ogeawuchi JC, Abayomp AA, Agboola OA, Ogbuefis E. Systematic Reviewof Last-Mile Delivery Optimizationand Procurement Efficiencyin African Logistics Ecosystems. IREJ.2021;5(6\:37784.
  37. 32. Ashiedu BI, Ogbuefi E, Nwabekee US, Ogeawuchi JC, Abayomis AA. Leveraging Real-Time Dashboardsfor Strategic KPITrackingin Multinational Finance Operations. IREJ.2021;4(8\:18994.
  38. 33. Ashiedu BI, Ogbuefi E, Nwabekee US, Ogeawuchi JC, Abayomis AA. Developing Financial Due Diligence Frameworksfor Mergersand Acquisitionsin Emerging Telecom Markets. IREJ.2020;4(1\:18.
  39. 34. Austin-Gabriel B, Hussain NY, Ige AB, Adepoju PA, Amoo OO, Afolabi AI. Advancingzerotrustarchitecturewith AIanddatascienceforenterprisecybersecurityframeworks. Open Access Res JEng Technol.2021;1(01\:4755.
  40. 35. Babalola FI, Kokogho E, Odio PE, Adeyanju MO, Sikhakhane-Nwokediegwu Z. Theevolutionofcorporategovernanceframeworks: Conceptualmodelsforenhancingfinancialperformance. Int JMultidiscip Res Growth Eval.2021;1(1\:58996.
  41. 36. Chianumba EC, Ikhalea NURA, Mustapha AY, Forkuo AY, Osamika DAMILOLA. Aconceptualframeworkforleveragingbigdataand AIinenhancinghealthcaredeliveryandpublichealthpolicy. IREJ.2021;5(6\:30310.
  42. 37. Chukwuma-Eke EC, Ogunsola OY, Isibor NJ. Designingarobustcostallocationframeworkforenergycorporationsusing SAPforimprovedfinancialperformance. Int JMultidiscip Res Growth Eval.2021;2(1\:80922.
  43. 38. Daraojimba AI, Ogeawuchi JC, etal. Systematic Reviewof Serverless Architecturesand Business Process Optimization. IREJ.2021;4(12\.
  44. 39. Dienagha IN, Onyeke FO, Digitemie WN, Adekunle M. Strategicreviewsofgreenfieldgasprojectsin Africa: Lessonslearnedforexpandingregionalenergyinfrastructureandsecurity.2021.
  45. 40. Egbuhuzor NS, Ajayi AJ, Akhigbe EE, Agbede OO, Ewim CPM, Ajiga DI. Cloud-based CRMsystems: Revolutionizingcustomerengagementinthefinancialsectorwithartificialintelligence. Int JSci Res Arch.2021;3(1\:21534.
  46. 41. EZEANOCHIECC, AFOLABISO, AKINSOOTOO. AConceptual Modelfor Industry4.0 Integrationto Drive Digital Transformationin Renewable Energy Manufacturing.2021.
  47. 42. Ezeife E, Kokogho E, Odio PE, Adeyanju MO. Thefutureoftaxtechnologyinthe United States: AInternational Journalof Multidisciplinary Researchand Growth Evaluationwww. allmultidisciplinaryjournal. com461conceptualframeworkfor AI-driventaxtransformation. Future.2021;2(1\.
  48. 43. Fagbore OO, Ogeawuchi JC, Ilori O, Isibor NJ, Odetunde A, Adekunle BI. Developinga Conceptual Frameworkfor Financial Data Validationin Private Equity Fund Operations. IREJ.2020;4(5\:1136.
  49. 44. Fredson G, Adebisi B, Ayorinde OB, Onukwulu EC, Adediwin O, Ihechere AO. Drivingorganizationaltransformation: Leadershipin ERPimplementationandlessonsfromtheoilandgassector. Int JMultidiscip Res
  50. 45. Fredson G, Adebisi B, Ayorinde OB, Onukwulu EC, Adediwin O, Ihechere AO. Revolutionizingprocurementmanagementintheoilandgasindustry: Innovativestrategiesandinsightsfromhigh-valueprojects. Int J
  51. 46. Hassan YG, Collins A, Babatunde GO, Alabi AA, Mustapha SD. AI-drivenintrusiondetectionandthreatmodelingtopreventunauthorizedaccessinsmartmanufacturingnetworks. Artif Intell AI.2021;16.
  52. 47. Hussain NY, Austin-Gabriel B, Ige AB, Adepoju PA, Amoo OO, Afolabi AI. AI-drivenpredictiveanalyticsforproactivesecurityandoptimizationincriticalinfrastructuresystems. Open Access Res JSci Technol.2021;2(02\:615.
  53. 48. Ike CC, Ige AB, Oladosu SA, Adepoju PA, Amoo OO, Afolabi AI. Redefiningzerotrustarchitectureincloudnetworks: Aconceptualshifttowardsgranular, dynamicaccesscontrolandpolicyenforcement. Magna Sci Adv Res Rev.2021;2(1\:7486.
  54. 49. Isibor NJ, Ewim CPM, Ibeh AI, Adaga EM, Sam-Bulya NJ, Achumie GO. Ageneralizablesocialmediautilizationframeworkforentrepreneurs: Enhancingdigitalbranding, customerengagement, andgrowth. Int JMultidiscip Res Growth Eval.2021;2(1\:7518.
  55. 50. Kisina D, Akpe OEE, Ochuba NA, Ubanadu BC, Daraojimba AI, Adanigbo OS. Advancesinbackendoptimizationtechniquesusingcaching, loaddistribution, andresponsetimereduction. IREJ.2021;5(1\:46772.
  56. 51. Kisina D, Akpe OEE, Owoade S, Ubanadu BC, Gbenle TP, Adanigbo OS. Aconceptualframeworkforfull-stackobservabilityinmoderndistributedsoftwaresystems. IREJ.2021;4(10\:
  57. 2938. Availablefrom: https://irejournals. com/paper-details/
  58. 170812652. Mgbame AC, Akpe OEE, Abayomi AA, Ogbuefi E, Adeyelu OO. Buildingdata-drivenresilienceinsmallbusinesses: Aframeworkforoperationalintelligence. IREJ.2021;4(9\:2537.
  59. 53. Mgbame AC, Akpe OEE, Abayomi AA, Ogbuefi E, Adeyelu OO. Barriersandenablersof BItoolimplementationinunderserved SMEcommunities. IREJ.2020;3(7\:2113.
  60. 54. Mgbeadichie C. Beyondstorytelling: Conceptualizing Americanah. Res Afr Lit.2021;52(2\:11935.
  61. 55. Nwangele CR, Adewuyi A, Ajuwon A, Akintobi AO. Advancesin Sustainable Investment Models: Leveraging AIfor Social Impact Projectsin Africa. Int JMultidiscip Res Growth Eval.2021;2(2\:
  62. 30718. DOI:10.54660/IJMRGE.2021.2.2.307-318.
  63. 56. Nwani S, Abiola-Adams O, Otokiti BO, Ogeawuchi JC. Designing Inclusiveand Scalable Credit Delivery Systems Using AI-Powered Lending Modelsfor Underserved Markets. IREJ.2020;4(1\:
  64. 2124. DOI:10.34293/irejournals. v4i1.1708888.
  65. 57. Nwaozomudoh MO, Odio PE, Kokogho E, Olorunfemi TA, Adeniji IE, Sobowale A. Developingaconceptualframeworkforenhancinginterbankcurrencyoperationaccuracyin Nigeria'sbankingsector. Int JMultidiscip Res Growth Eval.2021;2(1\:48194.
  66. 58. Nwaozomudoh MO, Odio PE, Kokogho E, Olorunfemi TA, Adeniji IE, Sobowale A. Developinga Conceptual Frameworkfor Enhancing Interbank Currency Operation Accuracyin Nigeria's Banking Sector. Int JMultidiscip Res Growth Eval.2021;2(1\:
  67. 48194. DOI:10.47310/ijmrge.2021.2.1.22911.
  68. 59. Odetunde A, Adekunle BI, Ogeawuchi JC. ASystems Approachto Managing Financial Complianceand External Auditor Relationshipsin Growing Enterprises. IREJ.2021;4(12\:32645.
  69. 60. Odetunde A, Adekunle BI, Ogeawuchi JC. Developing Integrated Internal Controland Audit Systemsfor Insuranceand Banking Sector Compliance Assurance. IREJ.2021;4(12\:393407.
  70. 61. Odio PE, Kokogho E, Olorunfemi TA, Nwaozomudoh MO, Adeniji IE, Sobowale A. Innovativefinancialsolutions: Aconceptualframeworkforexpanding SMEportfoliosin Nigeria'sbankingsector. Int JMultidiscip Res Growth Eval.2021;2(1\:495507.
  71. 62. Odofin OT, Agboola OA, Ogbuefi E, Ogeawuchi JC, Adanigbo OS, Gbenle TP. Conceptual Frameworkfor Unified Payment Integrationin Multi-Bank Financial Ecosystems. IREJ.2020;3(12\:113.
  72. 63. Odofin OT, Owoade S, Ogbuefi E, Ogeawuchi JC, Adanigbo OS, Gbenle TP. Designing Cloud-Native, Container-Orchestrated Platforms Using Kubernetesand Elastic Auto-Scaling Models. IREJ.2021;4(10\:1102.
  73. 64. Odogwu R, Ogeawuchi JC, Abayomi AA, Agboola OA, Owoade S. AI-Enabled Business Intelligence Toolsfor Strategic Decision-Makingin Small Enterprises. IREJ.2021;5(3\:19.
  74. 65. Odogwu R, Ogeawuchi JC, Abayomi AA, Agboola OA, Owoade S. Advanced Strategic Planning Frameworksfor Managing Business Uncertaintyin VUCAEnvironments. IREJ.2021;5(5\:114.
  75. 66. Odogwu R, Ogeawuchi JC, Abayomi AA, Agboola OA, Owoade S. Developing Conceptual Modelsfor Business Model Innovationin Post-Pandemic Digital Markets. IREJ.2021;5(6\:113.
  76. 67. Ogbuefi E, Mgbame AC, Akpe OEE, Abayomi AA, Adeyelu OO. Affordableautomation: Leveragingcloud-based BIsystemsfor SMEsustainability. IREJ.2021;4(12\:
  77. 3937. Availablefrom: https://irejournals. com/paper-details/
  78. 170821968. Ogeawuchi JC, Akpe OEE, Abayomi AA, Agboola OA, Ogbuefi E, Owoade S. Systematicreviewofadvanceddatagovernancestrategiesforsecuringcloud-baseddatawarehousesandpipelines. IREJ.2021;5(1\:
  79. 4768. Availablefrom: https://irejournals. com/paper-details/
  80. 170831869. Ogeawuchi JC, Uzoka AC, Abayomi AA, Agboola OA, Gbenles TP. Advancesin Cloud Security Practices Using IAM, Encryption, and Compliance Automation. IREJ.2021;5(5\.
  81. 70. Ogeawuchi JC, etal. Innovationsin Data Modelingand Transformationfor Scalable Business Intelligenceon Modern Cloud Platforms. IREJ.2021;5(5\.
  82. 71. Ogeawuchi JC, etal. Systematic Reviewof Advanced International Journalof Multidisciplinary Researchand Growth Evaluationwww. allmultidisciplinaryjournal. com462 Data Governance Strategiesfor Securing Cloud-Based Data Warehousesand Pipelines. IREJ.2021;5(1\.
  83. 72. Ogeawuchi JC, Akpe OE, Abayomi AA, Agboola OA, Ogbuefi E, Owoade S. Systematic Reviewof Advanced Data Governance Strategiesfor Securing Cloud-Based Data Warehousesand Pipelines. IREJ.2021;5(1\:47686.
  84. 73. Ogeawuchi JC, Akpe OEE, Abayomi AA, Agboola OA. Systematic Reviewof Business Process Optimization Techniques Using Data Analyticsin Smalland Medium Enterprises. IREJ.2021;5(4\.
  85. 74. Ogunnowo EO, Adewoyin MA, Fiemotongha JE, Igunma TO, Adeleke AK. AConceptual Modelfor Simulation-Based Optimizationof HVACSystems Using Heat Flow Analytics. IREJ.2021;5(2\:20613.
  86. 75. Ogunnowo EO, Adewoyin MA, Fiemotongha JE, Igunma TO, Adeleke AK. Systematic Reviewof Non-Destructive Testing Methodsfor Predictive Failure Analysisin Mechanical Systems. IREJ.2020;4(4\:20715.
  87. 76. Ogunnowo EO, Ogu E, Egbumokei PI, Dienagha IN, Digitemie WN. Theoreticalframeworkfordynamicmechanicalanalysisinmaterialselectionforhigh-performanceengineeringapplications. Open Access Res JMultidiscip Stud.2021;1(2\:
  88. 11731. DOI:10.53022/oarjms.2021.1.2.0027.
  89. 77. Ogunsola KO, Balogun ED, Ogunmokun AS. Enhancingfinancialintegritythroughanadvancedinternalauditriskassessmentandgovernancemodel. Int JMultidiscip Res Growth Eval.2021;2(1\:78190.
  90. 78. OJIKAFU, OWOBUWO, ABIEBAOA, ESANOJ, UBAMADUBC, IFESINACHIA. AConceptual Frameworkfor AI-Driven Digital Transformation: Leveraging NLPand Machine Learningfor Enhanced Data Flowin Retail Operations.2021.
  91. 79. OJIKAFU, OWOBUWO, ABIEBAOA, ESANOJ, UBAMADUBC, IFESINACHIA. Optimizing AIModelsfor Cross-Functional Collaboration: AFrameworkfor Improving Product Roadmap Executionin Agile Teams.2021.
  92. 80. OKOLOFC, ETUKUDOHEA, OGUNWOLEO, OSHOGO, BASIRUJO. Systematic Reviewof Cyber Threatsand Resilience Strategies Across Global Supply Chainsand Transportation Networks.2021.
  93. 81. Oladosu SA, Ike CC, Adepoju PA, Afolabi AI, Ige AB, Amoo OO. Advancingcloudnetworkingsecuritymodels: Conceptualizingaunifiedframeworkforhybridcloudandon-premisesintegrations. Magna Sci Adv Res Rev.2021.
  94. 82. Olajide JO, Otokiti BO, Nwani S, Ogunmokun AS, Adekunle BI, Fiemotongha JE. Frameworkfor Gross Margin Expansion Through Factory-Specific Financial Health Checks. IREJ.2021;5(5\:4879.
  95. 83. Olajide JO, Otokiti BO, Nwani S, Ogunmokun AS, Adekunle BI, Fiemotongha JE. Buildingan IFRS-Driven Internal Audit Modelfor Manufacturingand Logistics Operations. IREJ.2021;5(2\:2613.
  96. 84. Olajide JO, Otokiti BO, Nwani S, Ogunmokun AS, Adekunle BI, Fiemotongha JE. Developing Internal Controland Risk Assurance Frameworksfor Compliancein Supply Chain Finance. IREJ.2021;4(11\:45961.
  97. 85. Olajide JO, Otokiti BO, Nwani S, Ogunmokun AS, Adekunle BI, Fiemotongha JE. Modeling Financial Impactof Plant-Level Waste Reductionin Multi-Factory Manufacturing Environments. IREJ.2021;4(8\:2224.
  98. 86. Olufemi-Phillips AQ, Ofodile OC, Toromade AS, Eyo-Udo NL, Adewale TT. Optimizing FMCGsupplychainmanagementwith Io Tandcloudcomputingintegration. Int JManag Entrep Res.2020;6(11\:115.
  99. 87. Oluoha OM, Odeshina A, Reis O, Okpeke F, Attipoe V, Orieno OH. Project Management Innovationsfor Strengthening Cybersecurity Complianceacross Complex Enterprises. Int JMultidiscip Res Growth Eval.2021;2(1\:87181.
  100. 88. Omisola JO, Etukudoh EA, Okenwa OK, Tokunbo GI. Innovating Project Deliveryand Piping Designfor Sustainabilityinthe Oiland Gas Industry: AConceptual Framework. Perception.2020;24:2835.
  101. 89. Omisola JO, Etukudoh EA, Okenwa OK, Tokunbo GI. Geosteering Real-Time Geosteering Optimization Using Deep Learning Algorithms Integrationof Deep Reinforcement Learningin Real-time Well Trajectory Adjustmentto Maximize. Unknown J.2020.
  102. 90. Onaghinor O, Uzozie OT, Esan OJ, Etukudoh EA, Omisola JO. Predictivemodelinginprocurement: Aframeworkforusingspendanalyticsandforecastingtooptimizeinventorycontrol. IREJ.2021;5(6\:3124.
  103. 91. Onaghinor O, Uzozie OT, Esan OJ. Gender-Responsive Leadershipin Supply Chain Management: AFrameworkfor Advancing Inclusiveand Sustainable Growth. Eng Technol J.2021;4(11\:
  104. 3257. DOI:10.47191/etj/v411.1702716.
  105. 92. Onaghinor O, Uzozie OT, Esan OJ. Predictive Modelingin Procurement: AFrameworkfor Using Spend Analyticsand Forecastingto Optimize Inventory Control. Eng Technol J.2021;4(7\:
  106. 1224. DOI:10.47191/etj/v407.1702584.
  107. 93. Onaghinor O, Uzozie OT, Esan OJ. Resilient Supply Chainsin Crisis Situations: AFrameworkfor Cross-Sector Strategyin Healthcare, Tech, and Consumer Goods. Eng Technol J.2021;5(3\:
  108. 2834. DOI:10.47191/etj/v503.1702911.
  109. 94. Onifade AY, Ogeawuchi JC, etal. AConceptual Frameworkfor Integrating Customer Intelligenceinto Regional Market Expansion Strategies. IREJ.2021;5(2\.
  110. 95. Onifade AY, Ogeawuchi JC, etal. Advancesin Multi-Channel Attribution Modelingfor Enhancing Marketing ROIin Emerging Economies. IREJ.2021;5(6\.
  111. 96. Onoja JP, Hamza O, Collins A, Chibunna UB, Eweja A, Daraojimba AI. Digital Transformationand Data Governance: Strategiesfor Regulatory Complianceand Secure AI-Driven Business Operations.2021.
  112. 97. Osho GO, Omisola JO, Shiyanbola JO. AConceptual Frameworkfor AI-Driven Predictive Optimizationin Industrial Engineering: Leveraging Machine Learningfor Smart Manufacturing Decisions. Unknown J.2020.
  113. 98. Osho GO, Omisola JO, Shiyanbola JO. An Integrated AI-Power BIModelfor Real-Time Supply Chain Visibilityand Forecasting: AData-Intelligence Approachto Operational Excellence. Unknown J.2020.
  114. 99. Otokiti BO, Igwe AN, Ewim CPM, Ibeh AI. Developingaframeworkforleveragingsocialmediaasastrategictoolforgrowthin Nigerianwomenentrepreneurs. Int JMultidiscip Res Growth Eval.2021;2(1\:597607.
  115. 100. Owobu WO, Abieba OA, Gbenle P, Onoja JP, Daraojimba AI, Adepoju AH, Ubamadu BC. Modellinganeffectiveunifiedcommunicationsinfrastructureto International Journalof Multidisciplinary Researchand Growth Evaluationwww. allmultidisciplinaryjournal. com463enhanceoperationalcontinuityacrossdistributedworkenvironments. IREJ.2021;4(12\:36971.
  116. 101. Oyedokun OO. Green Human Resource Management Practices(GHRM\and Its Effecton Sustainable Competitive Edgeinthe Nigerian Manufacturing Industry: AStudyof Dangote Nigeria Plc. MBADissertation, Dublin Business School.2019.
  117. 102. Oyeniyi LD, Igwe AN, Ofodile OC, Paul-Mikki C. Optimizingriskmanagementframeworksinbanking: Strategiestoenhancecomplianceandprofitabilityamidregulatorychallenges. JName Missing.2021.
  118. 103. Sharma A, Adekunle BI, Ogeawuchi JC, Abayomi AA, Onifade O. Governance Challengesin Cross-Border Fintech Operations: Policy, Compliance, and Cyber Risk Managementinthe Digital Age. IREJ.2021;4(9\:18.
  119. 104. Sharma A, Adekunle BI, Ogeawuchi JC, Abayomi AA, Onifade O. Io T-enabled Predictive Maintenancefor Mechanical Systems: Innovationsin Real-time Monitoringand Operational Excellence. IREJ.2019;2(12\:110.

Publication Information

Journal: International Journal of Multidisciplinary Research and Growth Evaluation (IJMRGE)

Publisher: Anfo Publication House

ISSN: 2582-7138 (Online)

Frequency: Bimonthly

Language: English

Open Access: Yes - This article is distributed under the terms of the Creative Commons Attribution 4.0 International License

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