The Utilization of Artificial Intelligence as a Contract Review Tool for Government Procurement of Goods and Services to Mitigate Legal Risks

Authors

  • Siswahyudi Siswahyudi Al Azhar University of Indonesia
  • Suartini Suartini Al Azhar University of Indonesia
  • Anis Rifai Al Azhar University of Indonesia

DOI:

https://doi.org/10.21512/becossjournal.v7i3.13647

Keywords:

Artificial Intelligence, Contract Review, Public Procurement, Legal Risk Mitigation, Natural Language Processing, Government Accountability, Administrative Law

Abstract

This study examines the application of Artificial Intelligence (AI), specifically Natural Language Processing (NLP), as a strategic tool in reviewing government procurement contracts to mitigate legal risks. Manual contract review processes are often inefficient, prone to human error, and unable to keep up with the volume and complexity of government contracts. Using a normative-judicial legal research method, the study analyzes how AI integration can enhance legal certainty, efficiency, and accountability in public procurement. Through document digitization, standardized contract formats, and audit trail systems, AI can identify ambiguous or risky clauses, verify compliance with regulations, and provide recommendations supported by legal data and precedents. The study also investigates the current legal framework in Indonesia, identifying gaps that hinder AI implementation in administrative practices. While the ITE Law and Presidential Regulations offer a foundation for digital systems in governance, there is still no specific regulation governing AI use in legal decision support. Comparative insights from the UK, US, EU, and Morocco show that AI has improved review accuracy, reduced processing time, and strengthened public sector integrity, although concerns over transparency and algorithmic accountability persist. The study concludes that the integration of AI into procurement contract management offers significant potential for bureaucratic reform and risk mitigation, but requires robust legal frameworks, clear boundaries of responsibility, and institutional readiness. With adaptive policy support, ethical oversight, and inter-agency collaboration, AI can serve as a transformative instrument for enhancing good governance, preventing legal disputes, and protecting public officials in the execution of procurement responsibilities.

Dimensions

Author Biographies

Siswahyudi Siswahyudi, Al Azhar University of Indonesia

Faculty of Law, Master of Laws

Suartini Suartini, Al Azhar University of Indonesia

Faculty of Law, Master of Laws

Anis Rifai, Al Azhar University of Indonesia

Faculty of Law, Master of Laws

References

Abdullah, I. K., Al-Hamedi, F., & Ibrahim, Z. T. (2023). Doubt about the Common Will of Contracting Parties as a Path to Judicial Jurisprudence in Iraqi and Tunisian Legislation: A Comparative Study. International Academic Journal of Humanities, 10(2), 07–19. https://doi.org/10.9756/iajh/v10i2/iajh1004

Afdhal, A. (2024). International Conference on Actual Islamic Studies the Role of The Lawyer Profession in Using Artificial Intelligence in The Judicial System in Indonesia. https://doi.org/10.13140/RG.2.2.33150.40000

Agung, A., & Putra, M. A. P. (2025). The Role of Contract Law in Improving Legal Certainty for Business Actors. https://doi.org/10.38035/jlph.v5i3

Asshiddiqie, J., & Safa’at, M. A. (2006). Buku Teori Hans Kelsen Tentang Hukum. www.mahkamahkonstitusi.go.id

Aung, Y. Y. M., Wong, D. C. S., & Ting, D. S. W. (2021). The Promise of Artificial Intelligence: A Review of the Opportunities And Challenges Of Artificial Intelligence in Healthcare. Dalam British Medical Bulletin (Vol. 139, Nomor 1, hlm. 4–15). Oxford University Press. https://doi.org/10.1093/bmb/ldab016

Cihon, P., Schuett, J., & Baum, S. D. (2021). Corporate Governance of Artificial Intelligence in the Public Interest. Information (Switzerland), 12(7). https://doi.org/10.3390/info12070275

Dabass, J., & Dabass, B. S. (2018). Scope of Artificial Intelligence in Law. https://doi.org/10.20944/preprints201806.0474.v1

Damayanti, S., & Sri Yudyaningrum, K. (2023). Penyelesaian Sengketa Tata Usaha Negara Di Bidang Pengadaan Barang Dan Jasa Pemerintah Yang Berkepastian Hukum. 6. https://doi.org/10.25216/peratun.612023.109-139

Davis, A. E. (2020). The Future of Law Firms (and Lawyers) in The Age of Artificial Intelligence. Revista Direito GV, 16(1), 1DUMMT. https://doi.org/10.1590/2317-6172201945

Dikmen, I., Eken, G., Erol, H., & Birgonul, M. T. (2025). Automated Construction Contract Analysis for Risk and Responsibility Assessment Using Natural Language Processing and Machine Learning. Computers in Industry, 166. https://doi.org/10.1016/j.compind.2025.104251

Egbumokei, P. I., Dienagha, I. N., Digitemie, W. N., Onukwulu, E. C., & Oladipo, O. T. (2024). Strategic Contract Management for Drilling Efficiency And Cost Reduction: Insights and Perspectives. International Journal of Multidisciplinary Research and Growth Evaluation, 5(5), 1042–1050. https://doi.org/10.54660/.IJMRGE.2024.5.5.1042-1050

Faisal, D. R., Darari, F., & Ryanda, R. A. (2024). Granularity-Aware Legal Question Answering: A Case Study of Indonesian Government Regulations. International Journal of Advances in Intelligent Informatics, 10(3), 359–378. https://doi.org/10.26555/ijain.v10i3.1105

Gravett, W. H. (2020). Is the Dawn of the Robot Lawyer upon us? The Fourth Industrial Revolution and the Future of Lawyers. Potchefstroom Electronic Law Journal, 23, 1–37. https://doi.org/10.17159/1727-3781/2020/v23i0a6794

Greenstein, S. (2022). Preserving the Rule Of Law in the Era of Artificial Intelligence (AI). Artificial Intelligence and Law, 30(3), 291–323. https://doi.org/10.1007/s10506-021-09294-4

Guida, M., Caniato, F., Moretto, A., & Ronchi, S. (2023). The Role of Artificial Intelligence in the Procurement Process: State of the Art and Research Agenda. Journal of Purchasing and Supply Management, 29(2). https://doi.org/10.1016/j.pursup.2023.100823

Hartanto, K., Hartanto Winata, K., & Samangun, C. (2024). Challenges and Opportunities In Government Procurement Law In The Digital Era. Jour-nal Eduvest, 4(1), 300–309. http://eduvest.greenvest.co.id

Hesselink, M. W. (2022). Progress in EU Contract Law. European Review of Contract Law, 18(4), 281–302. https://doi.org/10.1515/ercl-2022-2050

Hickok, M. (2024). Public procurement of artificial intelligence systems: new risks and future proofing. AI and Society, 39(3), 1213–1227. https://doi.org/10.1007/s00146-022-01572-2

Hilmy Rizqullah Ramadhan, M., Ramadhani, K., Isrok, M., Anggraeny, I., & Prasetyo, R. (2024). Legal Protection of Personal Data in Artificial Intelligence for Legal Protection Viewed From Legal Certainty Aspect. KnE Social Sciences. https://doi.org/10.18502/kss.v8i21.14710

Houssaini, R., & Bensmail, G. (2023). Artificial Intelligence Applied to Contracts: Panacea or Poison? International Journal For Multidisciplinary Research, 5(3). https://doi.org/10.36948/ijfmr.2023.v05i03.3245

Indarto, B. A. (2024). Legal Uncertainty in Criminal Enforcement with the Use of Artificial Intelligence Technology in Indonesia (Vol. 1, Nomor 1).

Karati, M. (2023). Law of Contracts: Their Presence in Corporate Transactions Learning. European Journal of Economics, Law and Social Sciences, 7(2), 21–26. https://doi.org/10.2478/ejels-2023-0003

Khalef, R., El-adaway, I. H., Assaad, R., & Kieta, N. (2021). Contract Risk Management: A Comparative Study of Risk Allocation in Exculpatory Clauses and Their Legal Treatment. Journal of Legal Affairs and Dispute Resolution in Engineering and Construction, 13(1). https://doi.org/10.1061/(asce)la.1943-4170.0000430

Kim, E. W., Shin, Y. J., Kim, K. J., & Kwon, S. (2025). Development of an Automated Construction Contract Review Framework Using Large Language Model and Domain Knowledge. Buildings, 15(6). https://doi.org/10.3390/buildings15060923

Koos, S. (2021). Artifical Intelligence as Disruption Factor in the Civil Law: Impact of the use of Artifical Intelligence in Liability, Contracting, Competition Law and Consumer Protection with Particular Reference to the German and Indonesian Legal Situation. Yuridika, 36(1), 235. https://doi.org/10.20473/ydk.v36i1.24033

Kovtonuik, O. (2023). Digitization of government contract. E3S Web of Conferences, 371. https://doi.org/10.1051/e3sconf/202337105043

Kumar, N., & Kumari, S. (2024). The Future of Artificial Intelligence in the Legal Field. International Journal of Legal Science and Innovation, 6. https://doi.org/10.10000/IJLSI.112054

Kwan, S., Stiefmueller, C., & Leitner, C. (2024). Exploring Regulatory Frameworks for AI/ML Through Different Lenses: A Comparative Approach. The Human Side of Service Engineering, 143. https://doi.org/10.54941/ahfe1005080

Latada, H., Ashad, H., & Musa, R. (2022). Analisis Penyelesaian Sengketa Jasa Konstruksi pada Proyek Pembangunan Pasar Rakyat Pontolo Kabupaten Gorontalo. Jurnal Flyover, 2(1), 10–20. https://doi.org/10.52103/jfo.v2i1.867

Loos, M. B. M. (2023). Crystal Clear? The Transparency Requirement in Unfair Terms Legislation. European Review of Contract Law, 19(4), 281–299. https://doi.org/10.1515/ercl-2023-2018

Mahfud, M. A. (2024). Buku Ajar Pengantar Ilmu Hukum. Yoga Pratama.

Maragno, G., Tangi, L., Gastaldi, L., & Benedetti, M. (2023). Exploring the Factors, Affordances and Constraints Outlining the Implementation of Artificial Intelligence in Public Sector Organizations. International Journal of Information Management, 73. https://doi.org/10.1016/j.ijinfomgt.2023.102686

Martin, L., Whitehouse, N., Yiu, S., Catterson, L., & Perera, R. (2024). Better Call GPT, Comparing Large Language Models Against Lawyers. IEEE International Conference on Program Comprehension, 2022-March, 36–47. http://arxiv.org/abs/2401.16212

Maruli Tua Situmeang, S., Darwin Pane, M., Pudjiastuti, D., & Justisia, P. (2025). The Impact Of Artificial Intelligence Development On Personal Data Protection In An Effort To Achieve Legal Certainty (Vol. 24, Nomor 1).

Metasari, Y. (2022). Perlindungan Hukum Bagi PPK Sebagai Penyelenggara Kontrak Pengadaan Barang dan Jasa Pemerintah. Jurnal Hukum Sasana, 8(1), 109–124. https://doi.org/10.31599/sasana.v8i1.982

Miranzo Díaz, J. (2023). Artificial Intelligence and its Application to Public Procurement. https://doi.org/10.53136/9791221812664

Moon, S., Chi, S., & Im, S. B. (2022). Automated Detection Of Contractual Risk Clauses From Construction Specifications Using Bidirectional Encoder Representations From Transformers. Automation in Construction, 142. https://doi.org/10.1016/j.autcon.2022.104465

Pane, M. D. (2017). Aspek Hukum Pengadaan Barang Dan Jasa Pemerintah, Suatu Tinjauan Yuridis Peraturan Pengadaan Barang Dan Jasa Pemerintah. Jurnal Media Hukum, 24(2). https://doi.org/10.18196/jmh.2017.0090.147-155

Parycek, P., Schmid, V., & Novak, A. S. (2024). Artificial Intelligence (AI) and Automation in Administrative Procedures: Potentials, Limitations, and Framework Conditions. Journal of the Knowledge Economy, 15(2), 8390–8415. https://doi.org/10.1007/s13132-023-01433-3

Paulus Maturbongs, P., & Muh Sofyan Achmad Ruslan Syamsuddin Muchtar, A. (2018). Responsive Legal Construction to Eradicate Corruption in the Procurement of Government Goods and Services (Vol. 73). Online. www.iiste.org

Sava, N.-A. (2023). Artificial Intelligence and Public Procurement-Deciphering the Interdisciplinary Perspectives of the Literature. European Review of Digital Administration & Law-Erdal, 2023(2), 79–88. https://doi.org/10.53136/9791221812664

Siino, M., Falco, M., Croce, D., & Rosso, P. (2025a). Exploring LLMs Applications in Law: A Literature Review on Current Legal NLP Approaches. IEEE Access. https://doi.org/10.1109/ACCESS.2025.3533217

Siino, M., Falco, M., Croce, D., & Rosso, P. (2025b). Exploring LLMs Applications in Law: A Literature Review on Current Legal NLP Approaches. IEEE Access. https://doi.org/10.1109/ACCESS.2025.3533217

Syahputra, A. A., & Santiago, M. (2024). The Urgency of Risk Mitigation Strategies in Business Agreements. Rechtsnormen Journal of Law, 2(4), 400–410. https://doi.org/10.70177/rjl.v2i4.1692

Tirmizi, S. A. A., & Arif, F. (2022). Conceptual Approach for the Use of Artificial Intelligence for Contractual Risk Assessment in Infrastructure Projects †. Engineering Proceedings, 22(1). https://doi.org/10.3390/engproc2022022012

Tri Bowo Hersandy Febrianto, & Handar Subhandi Bakhtiar. (2024). Urgensi Visum Et Repertum dalam Pembuktian Tindak Pidana Pembunuhan. Referendum : Jurnal Hukum Perdata dan Pidana, 1(4), 279–287. https://doi.org/10.62383/referendum.v1i4.375

UK Cabinet Office. (2024). Procurement Policy Note: Improving Transparency of AI use in Procurement. https://www.gov.uk/government/publications/guidelines-for-ai-

Utama, M., & Irsan. (2018). General Overview on Selecting and Drafting Construction Contract Disputes Resolution. Sriwijaya Law Review, 2(2), 152–159. https://doi.org/10.28946/slrev.vol2.iss2.129.pp152-169

Yigitcanlar, T., Agdas, D., & Degirmenci, K. (2023). Artificial Intelligence in Local Governments: Perceptions of City Managers on Prospects, Constraints and Choices. AI and Society, 38(3), 1135–1150. https://doi.org/10.1007/s00146-022-01450-x

Zeng, J., Chen, K., Wang, R., Li, Y., Fan, M., Wu, K., Qi, X., & Wang, L. (2025). ContractMind: Trust-Calibration Interaction Design for AI Contract Review Tools. International Journal of Human-Computer Studies, 196, 103411. https://doi.org/10.1016/j.ijhcs.2024.103411

Zhao, J., & Gómez Fariñas, B. (2023). Artificial Intelligence and Sustainable Decisions. European Business Organization Law Review, 24(1), 1–39. https://doi.org/10.1007/s40804-022-00262-2

Zick, T., Kortz, M., Eaves, D., & Doshi-Velez, F. (2024). AI Procurement Checklists: Revisiting Implementation in the Age of AI Governance. https://doi.org/https://doi.org/10.48550/arXiv.2404.14660

Zuiderwijk, A., Chen, Y. C., & Salem, F. (2021). Implications of the Use of Artificial Intelligence in Public Governance: A Systematic Literature Review and a Research Agenda. Government Information Quarterly, 38(3). https://doi.org/10.1016/j.giq.2021.101577

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Published

2025-09-30

How to Cite

Siswahyudi, S., Suartini, S., & Rifai, A. (2025). The Utilization of Artificial Intelligence as a Contract Review Tool for Government Procurement of Goods and Services to Mitigate Legal Risks . Business Economic, Communication, and Social Sciences Journal (BECOSS), 7(3), 319–331. https://doi.org/10.21512/becossjournal.v7i3.13647
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