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Inggrid Welerubun

Jurnal Pengabdian Masyarakat Nusantara (Pengabmas Nusantara) 2026 Universitas Muhammadiyah Manado

This community service initiative aims to enhance the knowledge and skills of the residents of Ilih Village, Damer District, Southwest Maluku Regency, regarding the use of banana corms as a nutritious and cost-effective alternative food source. Banana corms have historically been underutilized and generally treated merely as agricultural waste. Through training and mentoring sessions, the community was educated on the nutritional content of banana corms, processing techniques, and business opportunities for home-based banana corm nugget production. The methods employed included outreach, demonstrations, hands-on nugget-making training, and an evaluation of the activity's outcomes. The results indicate a high level of community enthusiasm for the innovation of processing banana corms into nuggets. Following the activity, participants demonstrated increased knowledge regarding the utilization of local food ingredients, hygienic processing techniques, and the economic potential of the processed product. The banana corm nuggets offered a pleasant taste and appealing texture, and were well-received by the community. Furthermore, the product's low production cost suggests it could serve as a source of additional income for villagers. This initiative is expected to support local food security and improve community welfare through the development of food businesses based on local resources.

Hendro Widodo; Subianta Mandala

Mandub: Jurnal Politik, Sosial, Hukum dan Humaniora 2026 STAI YPIQ BAUBAU, SULAWESI TENGGARA

Bankruptcy can no longer be understood solely as a mechanism for liquidating assets to meet debtor obligations, but has evolved into a restructuring instrument that directly impacts corporate governance and stakeholder protection. This study aims to analyze how bankruptcy functions as a corporate restructuring mechanism, how this process influences the redistribution of power in corporate governance, and the extent to which the bankruptcy legal system provides balanced protection for various stakeholders. The research method used is normative legal research with a statutory, conceptual, and limited comparative approach. The analysis is conducted on the provisions of Law Number 37 of 2004 concerning Bankruptcy and PKPU (Investment Suspension) and regulations related to corporate governance, combined with theoretical studies on fiduciary duty, stakeholder theory, and the corporate rescue paradigm. The results illustrate that bankruptcy functions as a governance restructuring mechanism that transfers control from the board of directors to the curator and creditor forum, thereby creating a redistribution of power within the company. The dominant creditor primacy orientation has the potential to create an imbalance in protection for non-creditor stakeholders, including workers and other economically impacted parties. These conditions indicate the need for normative reconstruction, including redefining fiduciary obligations during the insolvency phase, strengthening stakeholder protection, and harmonizing corporate governance principles with the insolvency law regime. This research is expected to contribute academically to the development of a bankruptcy model that is not solely focused on debt resolution but also considers aspects of business sustainability and substantive justice in modern corporate governance.

Untung Surapati; Agus Tanti Rahayu; Tatinia Arda Rizqi Amalia; Lusi Noviani

International Journal of Information Engineering and Science 2026 Asosiasi Riset Teknik Elektro dan Infomatika Indonesia

SR12 Herbal Cosmetics is a company engaged in the field of herbal and skin care. Founded in 2015 byToni Firmansyah, S. Farm., Apt. and Asrianty Salam, Farm. This company has a vision to provide benefits to many people through the herbal and skin care products they produce. SR12 Herbal Cosmetics products are formulated based on research from certified scientists, and have been tested at the Sucofindo Laboratory, are free of mercury and hydroquinone, and have been registered with the Indonesian Food and Drug Supervisory Agency (BPOM RI). SR12 Herbal Cosmetics has several factories in West Java Province and has an extensive distribution network with hundreds of distributors and tens of thousands of partners throughout Indonesia. The goal to be achieved is to produce a management information system model including a management information system for PT SR12 Herbal Cosmetics. The research object chosen is a company in the field of cosmetics and skin care which has its head office in Gunung Sindur, West Java. This selection aims to form a management information system design model that is able to produce relevant and timely information for planning, controlling, decision making and evaluating the performance of activities. For the Web-Based Instagram Content Management Information System Design project to Support SR12 Herbal Cosmetics' Brand Awareness, I used Agile (Scrum) due to the dynamic nature of digital marketing and potential changes to the Instagram API or business needs. This allowed SR12 to get core functionality faster and provide iterative feedback, ensuring the system built was truly relevant to their brand awareness needs.

Mesra Betty Yel; Sopan Adrianto; Rasiban Rasiban; Eva Widiyanti

International Journal of Information Engineering and Science 2026 Asosiasi Riset Teknik Elektro dan Infomatika Indonesia

The growth of information technology has driven changes in consumer behavior, one of which is through e-commerce platforms such as Shopee. This phenomenon has generated a large number of customer reviews, including those for local cosmetic products such as Wardah. These reviews serve as an important source of information for understanding customer perceptions and satisfaction levels. However, manual analysis of large and linguistically diverse datasets is inefficient and potentially subjective. This study aims to implement the multi-category Naive Bayes algorithm to classify the sentiment of Wardah product reviews on Shopee into three categories: positive, negative, and neutral. The data were collected using a web scraping technique and processed through a series of preprocessing stages including case folding, tokenization, stopword removal, stemming, and text cleaning. Subsequently, term weighting was performed using the TF-IDF method prior to classification. Model performance was evaluated using a confusion matrix as well as accuracy, precision, and recall metrics. The results indicate that the multi-category Naive Bayes algorithm achieved an accuracy of 86.00%, a precision of 86.63%, and a recall of 98.24%. This approach can assist business practitioners in objectively understanding customer opinions and support decision-making in business strategy and product development.

Andriyansah Setiawan; Tri Suseno Aji; Rosadi Rosadi; Muhammad Yusuf; Hanif Khairullah

Jurnal Pengabdian dan Keberlanjutan Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

The Baduy community in Kanekes Village has economic potential based on traditional crafts with high cultural value, such as weaving and woven fabrics. However, the management of craft businesses is still carried out in a simple manner without a structured human resource (HR) management system. Problems faced include the lack of a clear division of tasks, inefficient production processes, and limited marketing strategies. These conditions hamper the optimal development of craft businesses. This community service activity aims to strengthen human resource management based on local wisdom in order to increase the capacity of traditional craft businesses in the Baduy community. The solution offered is training and mentoring on simple business management adapted to traditional values. Activities include socializing the importance of HR management, training on the division of labor within groups, improving production skills, and developing marketing strategies that respect local wisdom. The implementation method uses a participatory approach through the stages of preparation, training, mentoring, evaluation, and program sustainability. The community is actively involved in every stage of the activity to ensure the program's suitability to local socio-cultural conditions. This activity results in increased human resource capacity in craft business management, the establishment of a more organized work system, and an increased economic value of craft products. In addition, this activity is expected to produce a community empowerment model based on local wisdom and scientific publications in community service journals.

Putri Mentari; Michael Febrian Siebert; Loise Cendana

Jurnal Penelitian Manajemen dan Inovasi Riset 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

The development of the digital economy has driven increased customer interaction through online chat services, making customer satisfaction a key factor in business success. Response speed and chat service quality are two important aspects in shaping the customer experience, but previous research has tended to examine them separately. This study aims to analyze the influence of online chat services and response speed on customer satisfaction partially and simultaneously. The method used is a qualitative approach with a literature review of 12 scientific articles from 2020–2025 obtained from academic databases such as Google Scholar and SINTA. The analysis technique used is descriptive-critical through the identification, comparison, and synthesis of previous research findings. The results show that online chat services have a positive effect on customer satisfaction, primarily through interaction quality such as information accuracy, ease of use, and problem-solving ability. Response speed has also proven to be an important determinant, where a fast response significantly increases customer satisfaction. However, speed without quality has the potential to decrease satisfaction. The discussion shows that the two variables have a complementary and inseparable relationship. Online chat services function as a medium for interaction, while response speed is a quality attribute that determines the effectiveness of the service. Therefore, the integration of both in one model is the main contribution of this research in filling the literature gap, especially in the context of e-commerce in Indonesia.

Florasita Dewi Do’a; Hasim As’ari

Jurnal Pengabdian Bersama Masyarakat Indonesia 2026 CV. Aksara Global Akademia

Vegetable stall businesses represent a common form of micro-enterprise that meets consumers' daily needs, including in the Depok District. However, most business owners have yet to adopt proper and adequate financial record-keeping practices, relying instead on manual methods. This makes it difficult to control and evaluate business financial management. This community engagement initiative aimed to provide guidance on digitizing accounting records for vegetable stall MSMEs using the BukuWarung application and to enhance the digital financial literacy of business owners regarding digital financial management. A quantitative descriptive approach was employed, involving observation, interviews, documentation, and direct assistance provided to vegetable stall owners in the Depok District. Observations revealed that business owners gained a better understanding of and improved skills in using the BukuWarung application, becoming capable of independently recording income, expenses, and business receivables and payables. The initiative demonstrated that implementing a guidance program for digitizing accounting records via the BukuWarung application significantly contributed to improving the financial management capabilities of vegetable-trading MSMEs. These findings suggest the potential for applying similar guidance models to MSMEs in other regions to foster broader digital financial literacy.

Muhammad Zuardi; Sally Maya Vida; Raina Rosanti; Sabarita Tarigan; Heddy Heddy

Jurnal Pengabdian Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

Micro, Small, and Medium Enterprises (MSMEs) play an important role in supporting national economic growth, particularly in the culinary sector. However, many MSME entrepreneurs still face challenges in financial management due to the lack of proper implementation of simple accounting systems. Tenank Cafe Medan is one of the culinary businesses with strong growth potential, yet it continues to experience difficulties in transaction recording, cash flow management, and the preparation of simple financial statements, which affect the quality of business services. Therefore, this Community Partnership Independent Service Program (PMKM) aims to provide assistance in simple accounting practices to improve service quality at Tenank Cafe Medan. The program was implemented through observation, socialization, training, direct practice, and mentoring activities. The materials included transaction recording, cash book preparation, simple income statements, and cash flow management. The results show an improvement in the partner’s understanding and ability to manage finances systematically. Better financial management has also contributed to improving operational management and customer service quality. Thus, this program positively supports business management strengthening and service quality improvement at Tenank Cafe Medan.

Muhammad Zuardi; Sally Maya Vida; Raina Rosanti; Sabarita Tarigan; Heddy Heddy

Jurnal Pengabdian Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

Micro, Small, and Medium Enterprises (MSMEs) play an important role in supporting national economic growth, particularly in the culinary sector. However, many MSME entrepreneurs still face challenges in financial management due to the lack of proper implementation of simple accounting systems. Tenank Cafe Medan is one of the culinary businesses with strong growth potential, yet it continues to experience difficulties in transaction recording, cash flow management, and the preparation of simple financial statements, which affect the quality of business services. Therefore, this Community Partnership Independent Service Program (PMKM) aims to provide assistance in simple accounting practices to improve service quality at Tenank Cafe Medan. The program was implemented through observation, socialization, training, direct practice, and mentoring activities. The materials included transaction recording, cash book preparation, simple income statements, and cash flow management. The results show an improvement in the partner’s understanding and ability to manage finances systematically. Better financial management has also contributed to improving operational management and customer service quality. Thus, this program positively supports business management strengthening and service quality improvement at Tenank Cafe Medan.

Riswanto Riswanto; Khairul Khairul; Cut Nizma; Diena Fadhilah; Jasa Ginting

Jurnal Pengabdian Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

Micro, Small, and Medium Enterprises (MSMEs) play an important role in national economic growth, particularly in creating employment opportunities and improving community welfare. However, many MSME actors still face challenges in financial management due to limited financial literacy and inadequate understanding of simple accounting practices. Tenank Cafe Medan is one of the culinary businesses with strong development potential, yet it continues to experience difficulties in transaction recording, cash flow management, and preparing simple financial reports, which may affect business sustainability and operational effectiveness. This Community Partnership Independent Service Program (PMKM) aims to improve the financial literacy of business partners in supporting sustainable business development. The implementation methods included observation, socialization, training, direct practice, and mentoring activities focused on business financial management and transaction recording. The results of the program indicate an increase in the partner’s understanding of financial management, transaction recording, and the preparation of simple profit and loss reports. In addition, the partner has started to separate business finances from personal finances. Therefore, this activity provides a positive contribution toward strengthening business management practices and supporting the sustainability and long-term development of Tenank Cafe Medan.

Riswanto Riswanto; Khairul Khairul; Cut Nizma; Diena Fadhilah; Jasa Ginting

Jurnal Pengabdian Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

Micro, Small, and Medium Enterprises (MSMEs) play an important role in national economic growth, particularly in creating employment opportunities and improving community welfare. However, many MSME actors still face challenges in financial management due to limited financial literacy and inadequate understanding of simple accounting practices. Tenank Cafe Medan is one of the culinary businesses with strong development potential, yet it continues to experience difficulties in transaction recording, cash flow management, and preparing simple financial reports, which may affect business sustainability and operational effectiveness. This Community Partnership Independent Service Program (PMKM) aims to improve the financial literacy of business partners in supporting sustainable business development. The implementation methods included observation, socialization, training, direct practice, and mentoring activities focused on business financial management and transaction recording. The results of the program indicate an increase in the partner’s understanding of financial management, transaction recording, and the preparation of simple profit and loss reports. In addition, the partner has started to separate business finances from personal finances. Therefore, this activity provides a positive contribution toward strengthening business management practices and supporting the sustainability and long-term development of Tenank Cafe Medan.

Diana Dwi Putri; Hendra Riofita

Journal of Management and Social Sciences 2026 CV. Aksara Global Akademia

This study aims to examine the role of the Merah Putih Village Cooperative (KDMP) in strengthening the village economy, using the lens of good governance and social capital. This study uses a qualitative method with a library research approach, referring to academic journals, books, and government policy documents as sources of information. The research shows that KDMP plays a significant role in improving the welfare of village communities by strengthening productive businesses, expanding access to capital, creating job opportunities, and developing local economic potential. The application of good governance principles such as transparency, accountability, and community participation is a crucial factor in the successful management of the cooperative. In addition, social capital such as mutual assistance, trust, and community collaboration also contribute to the sustainability of the village cooperative. However, the implementation of KDMP still has a number of challenges, including a shortage of human resources, limited cooperative management, and low digital literacy. Therefore, government support and capacity building of cooperative managers are crucial for KDMP to function as a tool for sustainable village economic development

Agus Rahmat Santoso; Nizar Fahmy Maulana; Sudarmiatin Sudarmiatin; Yuli Soesetio

Faedah : Jurnal Hasil Kegiatan Pengabdian Masyarakat Indonesia 2026 FKIP, Universitas Palangka Raya

This community service activity aims to improve the digital marketing capabilities of the ASAA Arpik snack MSME through the digitization of content on various digital platforms. The activity partner is the ASAA Arpik MSME owned by Siti Zulaikah located in Sukosari, Gondanglegi, Malang. The main problems faced by the partner include low marketing reach, the absence of a structured digital content ecosystem, suboptimal utilization of WhatsApp Business, the unavailability of a website and Google Business Profile, and the suboptimal use of Instagram, Facebook, TikTok Shop, and marketplaces as promotional and sales media. The implementation method is carried out through mentoring, training, and implementation of digital marketing strategies that include optimizing WhatsApp Business, creating a free Google Business Profile and website, developing a social media content strategy, developing TikTok Shop and marketplaces, and preparing a 30-day digital content calendar. In addition, an evaluation was conducted based on digital indicators such as the number of customer interactions, content reach, and increased sales potential. The results of the activity show that content digitization can improve the digital marketing readiness of MSMEs, strengthen brand identity, expand promotional reach, and increase opportunities for interaction and transactions with customers. This assistance is expected to help ASAA Arpik build a more integrated, consistent, and sustainable digital marketing system so that it can increase the competitiveness of MSMEs in the digital economy era.

Nabiel Muhammad Al Ghazali

Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi 2026 Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

The rapid advancement of artificial intelligence (AI) has significantly altered the landscape of business decision-making, particularly for Micro, Small, and Medium Enterprises (MSMEs) in Indonesia. Despite their critical role in economic growth and employment generation, MSMEs frequently encounter substantial barriers related to technological adoption, digital literacy, and resource allocation. This research systematically investigates the utilization of artificial intelligence as a responsive innovation mechanism designed to optimize decision-making processes within the MSME sector. By employing a comprehensive systematic literature review methodology, analyzing peer-reviewed publications from globally recognized academic databases between 2018 and 2024, this study delineates the multifaceted benefits, complex challenges, and contextualized adoption strategies associated with AI integration. The findings reveal that artificial intelligence holds transformative potential for enhancing operational efficiency, refining predictive analytics, and sustaining long-term competitiveness. Conversely, critical challenges, including inadequate digital infrastructure, financial constraints, and organizational resistance, remain pervasive obstacles. Consequently, the study advocates for a gradual, responsive innovation approach that aligns technological adoption with specific business needs and environmental pressures. The insights derived from this research offer substantial theoretical and practical implications, providing a strategic framework for policymakers and MSME owners to accelerate digital transformation inclusively.

Agus Fitriadi; Sudarmiatin Sudarmiatin; Heri Pratikto

International Journal of Management Science and Entrepreneurship 2026 International Forum of Researchers and Lecturers

The internationalization of micro, small, and medium-sized enterprises (MSMEs) has become a strategic issue in addressing global economic dynamics, particularly within the framework of the Global Value Chain (GVC) in the digital age. Although Indonesian MSMEs have great potential to support the national economy, their level of involvement in the global value chain remains relatively limited. This study aims to analyze the challenges and strategies for the internationalization of Indonesian MSMEs within the GVC in the digital age. The study employs a qualitative approach using a case study design, along with thematic analysis and value chain analysis techniques. The findings indicate that MSMEs are already involved in the GVC across various stages of the value chain—from raw material processing to global distribution—yet they continue to face numerous challenges, such as technological limitations, human resource competencies, production capacity, and international distribution networks. On the other hand, digitalization has proven to be a key factor in expanding access to global markets through the use of digital platforms. An effective internationalization strategy requires the integration of product innovation based on local resources, the utilization of digital technology, and the strengthening of global business networks. This study contributes to integrating the perspectives of GVCs, digitalization, and SME internationalization strategies into a comprehensive analytical framework, and provides practical implications for SME actors and policymakers in enhancing competitiveness in the global market

Citra Dwi Marlia R; Nasihiyah Purwaning Wulan; Ayu Sukma Arsy Diana; Sudarmiatin Sudarmiatin; Ruly Wiliandri

Faedah : Jurnal Hasil Kegiatan Pengabdian Masyarakat Indonesia 2026 FKIP, Universitas Palangka Raya

This community service program aims to increase the digitalization capacity of the "Ali Serba Alat" MSME by strengthening Branding and Online marketing aspects. The main problems faced by partners include weak brand identity, limited use of digital media, and suboptimal Online platform-based marketing strategies. The activity implementation method uses a participatory approach with the stages of problem identification, program planning, training, mentoring, and evaluation. Activities carried out include creating a digital store presence in the form of a Google Map, logo and visual identity of the business, optimizing social media and marketplace accounts, compiling digital promotional content, and training in digital-based marketing strategies. The results of the activity show an increase in partners' understanding of the importance of Branding, improved skills in managing digital media, and increased business visibility on Online platforms. In addition, there was an increase in consumer interaction and sales potential after the implementation of the digital marketing strategy. This program is expected to become a model for sustainable mentoring in supporting the digital transformation of MSMEs to increase competitiveness in the digital economy era.

Rizky Fahmi Saputra; Muhammad Naufal Aulia Maulana; Agung Winarno; Wening Patmi Rahayu

Faedah : Jurnal Hasil Kegiatan Pengabdian Masyarakat Indonesia 2026 FKIP, Universitas Palangka Raya

This community service program aims to transform the management of tempeh MSMEs in the Sanan area through the integration of management strengthening, business digitalization, and legality based on the Asset-Based Community Development (ABCD) approach. The activities were carried out by combining the ABCD and Participatory Action Research (PAR) approaches through the stages of discovery, dream, design, and destiny, involving the active participation of business actors in every process. This approach emphasizes the utilization of local potential and community assets, enabling MSME actors to develop their businesses independently and sustainably. The results of the program indicate that the implementation of standard operating procedures (SOPs) and cross-training programs improved the consistency of production processes, work efficiency, and workforce flexibility in responding to changing production demands. In addition, the use of social media and business location tagging on digital platforms contributed positively to expanding market access and increasing product visibility. Assistance in copyright registration also strengthened the legality and protection of MSME products. Overall, this activity significantly enhanced the adaptive capacity of MSMEs in facing market dynamics and encouraged more structured, competitive, innovative, and sustainable business management.

Madona Agustin Sari; Izzat Amini

Jurnal Ilmu Sosial, Bahasa dan Pendidikan 2026 Pusat Riset dan Inovasi Nasional

In the digital era, e-commerce has developed not only as a platform for buying and selling activities but also as a strategic medium for marketing and business development. University students theoretically possess strong potential to become edupreneurs because they are closely connected to technology and supported by higher education environments. Nevertheless, the reality at Al-Amien Prenduan University indicates that students tend to act more as consumers in e-commerce rather than as entrepreneurs. This condition creates a gap between theoretical expectations and practical implementation, raising questions regarding the effectiveness of e-commerce in encouraging students’ entrepreneurial spirit. This study examines strategies for strengthening Edupreneurship graduates through the optimization of e-commerce. The research specifically explores ways to maximize e-commerce in supporting the development of Edupreneurship graduate profiles and improving graduates’ competitiveness in entrepreneurship and employment sectors. A qualitative approach with a case study method was employed at Al-Amien Prenduan University. Data were collected through observation, interviews, and documentation involving female students of the Islamic Education Edupreneurship program who actively engage in entrepreneurial activities through e-commerce platforms. The findings reveal that optimizing e-commerce can be achieved through identifying students’ digital competencies and needs, as well as utilizing flexible technologies that support broader market access and global transactions. In addition, strategies such as enhancing digital marketing creativity, strengthening market research capabilities, and understanding consumer behavior significantly contribute to entrepreneurial development. The study concludes that e-commerce effectively fosters entrepreneurial attitudes, adaptability, and competitiveness among students in facing the challenges of the digital economy.

Sebastian Gerald Wesley Silalahi; Lorina Siregar Sudjiman

Akuntansi Pajak dan Kebijakan Ekonomi Digital 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to analyze the integration of tax policy with the Environmental, Social, and Governance (ESG) framework in supporting the achievement of sustainable development. Current sustainability challenges require public policies that are not only focused on state revenue collection but also capable of encouraging more environmentally friendly, inclusive, and accountable economic behavior. As a fiscal instrument, taxation has strategic potential to promote business activities aligned with ESG principles through incentives, disincentives, and strengthened policy governance. This study uses a qualitative approach with a literature review method to examine the relationship between tax policy, ESG, and sustainable development. The findings indicate that integrating tax policy with ESG can serve as an important instrument in supporting the transition toward a green economy, strengthening social responsibility, and improving transparency and accountability in fiscal policy. However, its implementation still faces challenges such as suboptimal policy harmonization, limited measurement indicators, and weak cross-sector integration. Therefore, a more comprehensive tax policy design is needed to make a tangible contribution to sustainable development.

Brigita Elisabet KR. Uran

Faedah : Jurnal Hasil Kegiatan Pengabdian Masyarakat Indonesia 2026 FKIP, Universitas Palangka Raya

This community service program aimed to strengthen the capacity of economic institutions and community business groups in villages and urban areas within the OVOP program locations in East Flores Regency. The program responded to the growing need for adaptive business strategies in the digital era and the importance of developing local potential into competitive products. It was implemented through a participatory, educative, and applicative approach during September 8–12, 2025. The training methods included lectures, interactive discussions, case studies, hands-on practice, and simulations to ensure a balance between theoretical understanding and practical application. The findings indicate significant improvements in participants’ understanding of the OVOP concept, managerial competencies, financial administration, and technical skills in product processing, packaging, and labeling. In addition, participants demonstrated increased awareness and ability in applying digital marketing strategies to expand market reach. The program also fostered stronger collaboration networks among business groups, economic institutions, and local government stakeholders. High participant engagement and active involvement throughout the sessions reflect the effectiveness of the training design. Overall, this program contributes to enhancing local economic resilience and promoting sustainable, competitive, and community-based enterprises. The study highlights the importance of continuous mentoring, institutional strengthening, and policy support to sustain the long-term impact of capacity-building initiatives in rural and semi-urban areas.