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Analytics

Ida Azimawati; Imang Dapit Pamungkas

Proceeding of the International Conference on Economics, Accounting, and Taxation 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This research aims to empirically analyze the influence of intellectual capital and green accounting on the Company's performance. The importance of intangible resource management and compliance with environmental responsibility in creating a competitive advantage and the sustainability of the company's operations, especially during post-pandemic industrial dynamics. The phenomenon of declining Return on Assets (ROA) in several industrial sector companies also encourages the need to evaluate the effectiveness of the managerial strategies implemented. This study uses a quantitative approach with multiple linear regression analysis techniques. Samples were selected from 21 industrial sector companies that consistently published annual and sustainability reports during the study period. Secondary data is obtained from financial statements, sustainability reports, and official sources such as the IDX. The results of this study are expected to provide empirical evidence regarding the extent of the strategic role of intellectual capital and green accounting practices in increasing company efficiency, profitability, and legitimacy.

Susi Suharyanti; Zainal Fatah; Amirul Mustofah

RISOMA : Jurnal Riset Sosial Humaniora dan Pendidikan 2025 Asosiasi Ilmuwan Pendidikan, Sosial, dan Humaniora Indonesia

This research examines tourism development strategies through an industrial tourism programme in Sidoarjo Regency as an alternative for regional tourism diversification. Sidoarjo Regency is known as an industrial hub with various production centres, such as shrimp crackers, batik, and shrimp paste (terasi), which have considerable potential to be developed into industrial tourism destinations. The objectives of the study are to analyse industrial tourism development strategies, identify supporting and inhibiting factors, and formulate a collaborative model for sustainable industrial tourism development. The research employs a qualitative approach with data collection techniques including in-depth interviews, participant observation, and documentation study. Research informants include the Sidoarjo Regency Tourism Office, industry stakeholders, tourism communities, and tourists. The results indicate that the industrial tourism development strategy in Sidoarjo utilises a pentahelix approach involving the government, academia, businesses, the community, and the media. Supporting factors include the diversity of local industrial products, good accessibility, and government policy support. However, there are constraints such as minimal digital promotion, limited tourism facilities, and low awareness among business actors regarding the concept of industrial tourism. The recommended collaborative model encompasses institutional strengthening, increasing Human Resources (HR) capacity, developing supporting infrastructure, innovating tourism products, and integrated digital marketing. This research provides a practical contribution to the development of industrial tourism in regions with a strong small and medium-sized industrial economic base.

Ali Muhtadin; Amirul Mustofah; Eny Haryati

RISOMA : Jurnal Riset Sosial Humaniora dan Pendidikan 2025 Asosiasi Ilmuwan Pendidikan, Sosial, dan Humaniora Indonesia

Digital transformation in public services is an absolute necessity in the era of the Industrial Revolution 4.0, including in local government personnel management. This research analyses the digital transformation of civil servants’ (ASN) promotion services through the implementation of the Promotion Management System (SIPEKAT) at the Regional Personnel Agency of Sidoarjo Regency. Employing a qualitative approach with data collection techniques through in-depth interviews, participant observation, and documentation study, this research explores the transformation process from a manual to a digital system, the implementation challenges, and its impact on service effectiveness and efficiency. The results indicate that the digital transformation via SIPEKAT successfully increased processing time efficiency by up to 60%, reduced the use of physical documents by up to 85%, and improved the transparency and accountability of the services. However, challenges were found, including a digital competence gap among employees, limitations in technological infrastructure in several Regional Government Work Units, and resistance to change from some stakeholders. The novelty of this research lies in the comprehensive analysis of the digital transformation ecosystem of personnel services, integrating technological, organisational, and user behaviour perspectives, whilst producing an e-government implementation model for personnel services that can be adopted by other local.

Ali Atta Obaid

International Journal of Economics, Management and Accounting 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This research aims to examine the impact of integrating cleaner production practices with green supply chain technologies as a comprehensive approach to achieving environmental sustainability. The study highlights that cleaner production and green supply chain management represent advanced, innovative strategies that have emerged as a response to the growing environmental challenges caused by the rapid expansion and diversification of industrial activities. These technologies are not only environmentally oriented but also carry significant economic implications for organizations. The findings emphasize that adopting cleaner production involves minimizing waste generation, improving production efficiency, and ensuring that processes are designed to have minimal adverse effects on the environment. On the other hand, green supply chain technologies focus on integrating environmental thinking into every stage of the supply chain—ranging from product design, material sourcing, and manufacturing processes to logistics, product delivery, and end-of-life management. The study concludes that the synergy between these two approaches provides multiple benefits. From an environmental perspective, they contribute to reducing carbon emissions, particularly from fuel-powered machinery and transportation systems. They also promote the rational use of resources, including energy, water, and raw materials, thereby helping to preserve natural resources for future generations. From an economic perspective, their implementation leads to reduced operational costs by enhancing efficiency, decreasing waste disposal expenses, and optimizing resource usage. Furthermore, the integration of cleaner production and green supply chain technologies supports compliance with environmental regulations and enhances the corporate image of economic units, enabling them to gain competitive advantages in increasingly eco-conscious markets. Overall, the research affirms that these practices are essential tools for confronting and mitigating the environmental pollution challenges of modern industries, while simultaneously fostering sustainable economic growth and long-term environmental protection.

Silvy Novianty; Aisyah Aulia; Assyfa Futri Ananta; Jauzari Helmi; Edy Akhyari

Kajian ilmu Hukum, Sosial dan Administrasi Negara 2025 Lembaga Pengembangan Kinerja Dosen

Digital transformation has brought about major changes in leadership patterns, especially in the public sector. In this context, digital leadership is key for leaders to drive innovation and adaptation to technological developments. However, the success of digital leadership is also inseparable from democratic leadership values that emphasize participation, openness, and collaboration. The synergy between these two values is an important foundation for building an effective and humanistic leadership style in the digital age. This study aims to analyze the role of Dedi Mulyadi's digital leadership in developing digital talent through the 2025 Jabar Istimewa Digital Academy (JIDA) program in West Java. The approach used is qualitative with a literature study method, sourced from 14 scientific journals and three official news reports. The results of the study show that Dedi Mulyadi applies a visionary, adaptive, and collaborative digital leadership style. Democratic values are also evident through a participatory approach that involves the community, educational institutions, and the industrial sector in the implementation of the JIDA 2025 program. This program has proven to strengthen digital literacy, expand access to technology training, and improve the readiness of West Java's human resources in facing the challenges of the digital economy. Thus, digital leadership combined with democratic principles plays an important role in realizing inclusive, competitive, and sustainable human resource development in the era of digital transformation.

Diana Zumrotus Sa’adah; Septi Tri Dinanti; Mahrifatun Khasanah; Mona Chairun Nisa; Asih Tri Utami +1 more

Jurnal Ekonomi dan Keuangan Islam 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The rapid development of technology and the dynamic global labor market require young generations, particularly Generation Z, to possess career readiness that is determined not only by technical skills but also by non-technical competencies, or soft skills. This study aims to analyze the role of soft skills, particularly creativity, in shaping the career preparedness and success of Generation Z. Literature synthesis indicates that Generation Z excels in digital literacy and technological adaptability but still faces challenges in social and emotional competencies, such as effective communication, empathy, and cross-generational collaboration. The imbalance between hard skills and soft skills affects work effectiveness, career mobility, and the ability to build professional networks. Creativity emerges as a strategic soft skill that enhances motivation, innovation, and productivity, and can be developed through the integration of soft and hard skills, project-based learning approaches, educational technology, and the strengthening of self-efficacy. The study also identifies challenges in fostering creativity in real workplace environments, including hierarchical organizational cultures and limited mechanisms for rewarding new ideas. Based on these findings, it is recommended that educational institutions, industries, and policymakers collaborate to create a sustainable ecosystem for soft skills development, enabling Generation Z to become innovative and adaptive change agents in a competitive global career landscape.  

Dafairro Abbil Gunawan; Diyajeng Luluk Karlina

International Journal of Mechanical, Electrical and Civil Engineering 2025 Asosiasi Riset Ilmu Teknik Indonesia

This research focuses on analyzing the performance of a vacuum pan automation sistem using solenoid valves at PT. Duta Sugar International as an effort to improve the efficiency and quality of refined sugar production. The vacuum pan is the main tool in the sugar crystallization process that functions to evaporate the sugar solution under low pressure. Problems faced in the manual sistem are temperature instability and high dependence on operators, which impact time inefficiency and decrease product quality. The purpose of this research is to design and analyze the implementation of an automatic control system based on a Distributed Control Sistem (DCS) with the integration of solenoid valve actuators to optimize temperature stability and cooking process efficiency. The research method was carried out using qualitative and quantitative approaches through direct observation, technical interviews with the automation team, and supporting literature studies. The results showed that the automatic system was able to maintain a stable cooking temperature in the range of 78°C–85°C, lower and more efficient than the manual system which fluctuates between 90°C–100°C. In addition, cooking time was reduced by 10–15 minutes per cycle, and the crystallization process became more uniform with more efficient energy consumption. The results showed that the implementation of DCS-based automatic control with solenoid valves significantly improved operational stability, productivity, and energy efficiency. Thus, this automation sistem proved to be an effective solution for optimizing vacuum pan performance in the modern sugar industry.

Arlita Yunia Saputri; Syifa Yulianti; Nurlelah Nurlelah; Budiharjo Budiharjo

Konstruksi: Publikasi Ilmu Teknik, Perencanaan Tata Ruang dan Teknik Sipil 2025 Asosiasi Riset Ilmu Teknik Indonesia

This study aims to evaluate improvements in customer service quality with the goal of increasing customer satisfaction at Ratu D'Laundry. The approach used is quantitative with a descriptive methodology, where data is collected through a survey that measures five main aspects, namely service quality, process speed, price and promotions, customer service, and overall satisfaction and loyalty levels. The results of this study indicate that most customers are satisfied with the services provided, especially in terms of laundry cleanliness, clothing fragrance, and the friendly attitude of staff in providing services. These results show that these factors play an important role in shaping customers' positive perceptions of service quality. However, this study also found several complaints related to service completion time, which is considered to still need improvement. Overall, this study confirms previous findings that service quality has a significant impact on customer satisfaction. The proposed strategy to improve service completion time is a key step in building trust, meeting consumer expectations, and encouraging long-term customer loyalty.

Agusriza Almalik; Yufrizal A; Arwizet K; Delima Yanti Sari

Venus: Jurnal Publikasi Rumpun Ilmu Teknik 2025 Asosiasi Riset Ilmu Teknik Indonesia

This research addresses the low student learning outcomes and the lack of facilitation of 4C competencies (Critical Thinking, Collaboration, Communication, and Creativity) in the Industrial Machine Electrical Systems (SKMI) subject for Grade XI TMI 1 students at SMK Negeri 1 Pariaman. The teacher-centered learning approach has led to passive student participation, low critical thinking, varying academic abilities, and difficulty in connecting theoretical concepts to real-life applications. The aim of this study is to improve students' 4C competencies and learning outcomes through the implementation of the Team Assisted Individualization (TAI) cooperative learning model. Using Classroom Action Research (CAR) based on the Kemmis and McTaggart model, the study was conducted in three cycles: planning, implementation, observation, and reflection. The subjects were 30 students from Grade XI TMI 1. Data collection included learning outcome tests and 4C competency observation sheets, with descriptive and quantitative data analysis. The results showed significant improvements: classical mastery increased from 27% to 90%, average learning scores rose from 67 to 81, and 4C competency mastery improved from 34% (low) to 82% (high). The study concludes that the TAI model effectively enhances both 4C competencies and learning outcomes in SKMI at SMK Negeri 1 Pariaman.

Venty Lestari

Venus: Jurnal Publikasi Rumpun Ilmu Teknik 2025 Asosiasi Riset Ilmu Teknik Indonesia

The demand for lightweight materials with high mechanical strength has driven the development of aluminum alloys, particularly Al-Mg-Si, through deformation processes such as cold rolling. This study aims to analyze the effect of varying degrees of cold rolling deformation on the grain aspect ratio and macrohardness of homogenized Al-Mg-Si alloys. Deformation was applied at three thickness reduction levels—5%, 10%, and 20%—followed by microstructural characterization using optical microscopy and macrohardness testing in accordance with ASTM E-18 standards. The results show that increasing deformation levels lead to elongated grain morphology, with the grain aspect ratio rising from 1.16 to 2.07 and macrohardness increasing from 46.64 HRE to 62 HRE. The emergence of slip lines and grain flattening indicates the occurrence of intense plastic deformation, while work hardening results from dislocation accumulation that impedes further slip motion. These findings confirm a strong correlation between microstructural evolution and mechanical property enhancement in cold-deformed Al-Mg-Si alloys. This research contributes to the optimization of cold rolling parameters to produce engineering materials with a desirable balance of strength, formability, and fatigue resistance for applications in the mining and heavy manufacturing industries.

Divani Akbar; Alifiana, Alifiana; Febrianti Dian Kusuma Wardani; Lutfia Hapsari; Shahibah Yuliani

Jurnal Riset Rumpun Ilmu Ekonomi 2025 Lembaga Pengembangan Kinerja Dosen

This study aims to identify the types of products or creative works produced by Indonesia’s golden generation in the context of developing a talent-based creative economy in the digital era. A talent-based economy refers to an economic model that leverages individual skills, creativity, and innovation as the main capital for generating economic value. Using a literature review approach, this research analyzes the implementation of a talent- driven creative economy, particularly how the youth especially Gen Z and millennials produce various digital outputs such as illustrations, animations, educational applications, video content, NFTs, and social media-based e-commerce products. This implementation reflects the integration of individual creativity with digital technology utilization, aligning with core 21st-century skills such as critical thinking, collaboration, communication, and digital literacy. The findings reveal that the creative economy contributes not only to cultural and artistic sectors but also to real economic sectors such as digital MSMEs, content industries, educational technology (edutech), and the broader digital economy. These insights show that with the support of digital infrastructure, technological literacy, and affirmative policies, the golden generation can foster innovation with economic value while enhancing national competitiveness amid global transformation toward Indonesia Emas 2045.

Viona Veliza; Rangga Saputra

Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam 2025 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

In the modern industrial world, robots like mechanical arms in automotive factories or packaging lines must move quickly and safely. For this, a real-time operating sistem (RTOS) is needed—think of it as a "super-fast brain" that ensures the robot reacts instantly to commands, without delays or errors. This paper analyzes popular RTOS like FreeRTOS and VxWorks for controlling industrial robots, focusing on evaluating performance (speed of operation) and stability (long-term reliability). We conducted tests in a lab using a simple robot that moves its arm to pick up objects. Performance was measured by response time (how quickly the robot stops when encountering an obstacle, ideally under 10 milliseconds) and throughput (how many tasks it can complete per second). Stability was checked through simulations of disruptions, like heavy loads or interfered sensor signals, using metrics such as error rate and time variation (jitter). Results show that FreeRTOS is more efficient for small, affordable robots, with high performance (average response time of 4 ms) but moderate stability (5-10% errors during overload). In contrast, VxWorks excels in stability (errors <2%, stable for up to 95% of tasks on time) for large factory robots, though it requires stronger hardware. Our analysis uses simple models like graphs and repeated tests, without complex formulas, to prove that the right RTOS can boost production efficiency by up to 25% and reduce accident risks.

Hansed Pither Lasa; Sufiarina Sufiarina; Riana Wulandari

Jurnal Ilmu Hukum Sosial dan Humaniora 2025 Lembaga Pengembangan Kinerja Dosen

Termination of employment is one of the most common occurrences in industrial relations. In practice, the implementation of workers' rights after termination, particularly those related to severance pay, does not always proceed in accordance with applicable legal provisions or mutually agreed terms. This study aims to analyze the settlement of remaining severance pay claims based on an agreement between the workers and PT. Nusa Halmahera Minerals. This study uses a normative juridical method with a Data was obtained through literature studies, legislation, and mutual agreement documents. The results of the study show that there are delays and inconsistencies in the implementation of severance pay as stated in the mutual agreement. The settlement was mostly non-litigious through mediation at the Manpower Office, but did not result in the full fulfillment of rights. This shows the weak bargaining position of workers in the implementation of collective labor agreements, as well as the need to strengthen legal mechanisms for sanctions against companies that fail to fulfill their obligations.

Nugroho, Syam Adi; Haryanto, Haryanto; Kartikawati, Marina; Hamid, Abdul

Jurnal Universal Technic (UNITECH) 2025 Fakultas Teknik Universitas Maritim AMNI Semarang

A crane is a mechanical device used to move loads from one location to another, with gantry cranes being one of the most commonly used types in the industrial sector, particularly at container terminals. While offering numerous benefits, the use of gantry cranes also presents several risks, such as potential structural failure of the crane, falling loads due to damage to hooks or ropes, and collisions with other objects. Additionally, lifting loads beyond the crane’s capacity can lead to equipment damage and even fatal accidents caused by electric shocks or adverse weather conditions like strong winds and rain. This study aims to identify and minimize workplace accident risks by applying the SWIFT (Structured What-If Technique) method. This method identifies hazards through the "what if" approach and evaluates risks using the Risk Rating Number (RRN), which measures the severity and likelihood of potential hazards. The results of this study show that ARTG and STS gantry cranes have 25% of hazards in the priority one category, while RTG has 20% of hazards in the same priority. From these findings, it can be concluded that risk mitigation should be focused on the ARTG and STS types, which show higher risk proportions. The recommendations from this study are to enhance safety procedures, provide continuous training for operators, and conduct regular crane maintenance to reduce the potential for accidents. By implementing these mitigation measures, it is hoped that workplace safety will be maintained and the risk of workplace accidents at the Semarang Container Terminal can be minimized.

Arini Rochyati

International Journal of Islamic Educational Research 2025 Asosiasi Riset Ilmu Pendidkan Agama dan Filsafat Indonesia

The development of information technology and digitalization has transformed almost all aspects of human life, including the world of education. The era of the Industrial Revolution 4.0 to Society 5.0 has given rise to new demands on the education system, including in the field of Islamic Religious Education (PAI). In PAI learning can no longer be maintained with a traditional approach that only focuses on lectures and memorization. Along with technological developments and changing demands of the times, especially the era of Society 5.0, PAI learning faces new challenges that require innovation and adaptation in learning approaches. Within this framework, the deep learning approach or in-depth learning is one strategy that can improve the quality of learning (Suwandi et al., 2024) including in the field of Islamic Religious Education (PAI). This study aims to describe the basic concepts and principles of deep learning in PAI learning, describe the transformation of PAI learning based on deep learning, describe the benefits, opportunities, and challenges faced in implementing deep learning in PAI learning and describe a PAI learning model based on deep learning that can improve students' 21st-century competencies without eliminating Islamic spiritual values. This study employed a library research method to analyze and understand the transformation of deep learning-based Islamic education in the digital era, based on relevant literature sources. The study results indicate that the Deep Learning Approach to Islamic Religious Education (PAI) offers significant potential as a learning innovation relevant to the digital age. With a model that incorporates mindful, meaningful, and joyful learning, Islamic Religious Education (PAI) can be a lesson that is not boring but transformative, developing students' intellectual and spiritual well-being. Successful implementation depends heavily on teacher preparedness, a flexible and relevant curriculum, technological support, and a school culture that encourages active participation and reflection.

Nabilla Zulfi; Mardiana Mardiana; Ufira Isbah

Jurnal Riset Rumpun Ilmu Ekonomi 2025 Lembaga Pengembangan Kinerja Dosen

This research aims to determine whether there is an effect of FDI, Domestic Investment, and Labor on the GRDP of the Manufacturing Industry Sector in Pekanbaru City. This study uses independent variables such as FDI, Domestic Investment, and Labor with the dependent variable being the GRDP of the Manufacturing Industry Sector in Pekanbaru City. The data used in this study consisted of 2012 to 2024. The method used in the analysis approach is descriptive quantitative, and tested with multiple linear regression using SPSS 26 software.The results of the study indicate that, based on simultaneous regression analysis, FDI, Domestic Investment, and Labor have a significant impact on the GRDP of the Manufacturing Sector in Pekanbaru City. Partially, the Domestic Investment and Labor variables have a positive and statistically significant influence on the GRDP of the Manufacturing Industry Sector in Pekanbaru City, while the FDI variable has a positive and statistically insignificant influence on the GRDP of the Manufacturing Industry Sector in Pekanbaru City

Margareta Dairo; Gergorius Kopong Pati; Maria Wilda Malo

Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam 2025 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

The Industrial Internship (PKI) Information System for 12th-grade students at Kasimo Kererobbo Vocational School aims to simplify the process of managing and monitoring students' PKI activities in an efficient and structured manner. This system is designed to integrate various information related to PKI activities, from registration of partner companies, student placement, to reporting of PKI activity results. By using a web-based system, the administrative process becomes more transparent and can be accessed by students, supervising teachers, and partner companies in real-time. In addition, this system also allows monitoring of student progress during PKI and facilitates communication between the school and partner companies. The results of this system development are expected to improve the quality and effectiveness of PKI implementation, while simplifying administration that has been done manually. This system also makes it easier for students to choose partner companies that suit their majors and interests, and provides faster and more timely access to reports and evaluations of PKI results.

Dwi Hanadya; Rima Febrianti

Jurnal Pengabdian Masyarakat 2025 Lembaga Pengembangan Kinerja Dosen

This training activity aims to strengthen the work competency of vocational students in the hospitality industry, particularly in the restaurant service aspect. The training was held on May 23, 2025, at the Bina Darma Hotel, Palembang, involving students from the Hospitality and Culinary Arts Study Program at the Prasetiya Mandiri Polytechnic, Palembang. The methods used were experiential learning and industry-based training, which emphasize learning through direct experience in a real work environment and reflection on the practices carried out. During the training, students were actively involved in restaurant service activities, from welcoming guests and serving food and drinks, to implementing work ethics and professional communication. Evaluation results showed a significant improvement in the students' service skills, communication skills, and work attitudes. In addition to providing benefits to the students, this activity also provides benefits to the hotel in the form of additional staff support in service and potential long-term collaborations. Overall, this training is in line with the Merdeka Belajar-Kampus Merdeka (MBKM) policy that encourages project-based learning and industry partnerships, and has proven effective in increasing employability skills and strengthening the synergy between the world of vocational education and the world of work.

Dwi Hanadya; Rima Febrianti

Jurnal Pengabdian Masyarakat 2025 Lembaga Pengembangan Kinerja Dosen

This training activity aims to strengthen the work competency of vocational students in the hospitality industry, particularly in the restaurant service aspect. The training was held on May 23, 2025, at the Bina Darma Hotel, Palembang, involving students from the Hospitality and Culinary Arts Study Program at the Prasetiya Mandiri Polytechnic, Palembang. The methods used were experiential learning and industry-based training, which emphasize learning through direct experience in a real work environment and reflection on the practices carried out. During the training, students were actively involved in restaurant service activities, from welcoming guests and serving food and drinks, to implementing work ethics and professional communication. Evaluation results showed a significant improvement in the students' service skills, communication skills, and work attitudes. In addition to providing benefits to the students, this activity also provides benefits to the hotel in the form of additional staff support in service and potential long-term collaborations. Overall, this training is in line with the Merdeka Belajar-Kampus Merdeka (MBKM) policy that encourages project-based learning and industry partnerships, and has proven effective in increasing employability skills and strengthening the synergy between the world of vocational education and the world of work.

Nana Erika; Nailatun Nadrah; Ramada Sandi

Sevaka : Hasil Kegiatan Layanan Masyarakat 2025 STIKES Columbia Asia Medan

Micro, Small, and Medium Enterprises (MSMEs) play a crucial role in supporting national economic growth and expanding employment opportunities in Indonesia. However, many MSMEs still face significant challenges in improving production efficiency due to limited human resources, low levels of technology adoption, and suboptimal operational management. To address these issues, this study developed an innovative digital technology platform designed to help MSMEs enhance productivity, reduce material waste, and accelerate the production process. The platform integrates Internet of Things (IoT), Artificial Intelligence (AI), and simplified Enterprise Resource Planning (ERP) technologies tailored for small business operations. Through IoT, production processes can be monitored in real time; AI is applied to analyze sales data and predict material requirements and production schedules; while the ERP system automates inventory, transaction, and financial reporting processes. Trials conducted across MSMEs in the food, handicraft, and textile sectors demonstrated a 30% improvement in production efficiency and a 20% reduction in operational costs. The results indicate that the implementation of innovative technological platforms can significantly enhance efficiency, accuracy, and competitiveness among MSMEs. Digital transformation not only increases production efficiency but also enables broader business integration into the global market through cloud-based systems. Government and institutional support are essential to expand the adoption of such technologies, ensuring that Indonesian MSMEs become more adaptive, productive, and sustainable in the era of Industry 4.0.