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Analytics

Miptahul Jannah Harahap; Andar Sri Sumantri; Sulistyowati Sulistyowati

Logistics and Supply Chain Insights 2025 Indonesian Maritime Researchers and Lecturers

This research aims to analyze the partial and simultaneous influence of four independent variables—Ticket Price (X_1), Service Quality (X_2), Customer Trust (X_3), and Promotion (X_4)—on Ship Ticket Purchase Decisions (Y) at PT. PELNI Semarang Branch. Utilizing an associative quantitative method with a sample of 100 passenger respondents (N=100), the data were analyzed using multiple linear regression (SPSS 22.0). The model demonstrated a strong explanatory power, accounting for 55.7% of the variation in purchase decisions (Adjusted\ R^2 = 0.557). The t-test results indicate that all independent variables have a positive and significant influence on Purchase Decisions (all t_{hitung} > 1.9853). The Promotion variable (X_4) showed the strongest individual influence (\beta = 0.282, t=4.777), highlighting the critical nature of effective information dissemination and communication strategies in attracting and guiding mass maritime consumers. Customer Trust (X_3) and Service Quality (X_2) also proved highly significant, affirming the essential role of State-Owned Enterprise (BUMN) integrity and service reliability in mitigating perceived maritime travel risks. Managerial implications suggest PT. PELNI prioritizes enhancing Promotion through digital media and maintaining the fairness of Price setting, which remains a key consideration for this market segment.

Siti Susanti; Sulistyowati Sulistyowati; Andar Sri Sumantri

Logistics and Supply Chain Insights 2025 Indonesian Maritime Researchers and Lecturers

This study analyzes the simultaneous and partial effects of Price (X1), Corporate Image (X2), and Service Quality (X3) on Customer Satisfaction (Y) in cargo shipping services at PT. Serasi Shipping Indonesia, Semarang Branch. The increasingly competitive maritime logistics sector demands a deep understanding of the determinants of business-to-business (B2B) customer satisfaction. Employing an explanatory quantitative design with a saturated population and sample of 100 corporate customers, data were processed using multiple linear regression analysis (SPSS v.22). The t-test results indicate that Price (t=3.813), Corporate Image (t=4.428), and Service Quality (t=2.398) individually have a positive and significant influence on Customer Satisfaction. Simultaneously (F-test, F=37.812), all three variables significantly influence satisfaction, explaining 52.7% of the satisfaction variance. The crucial finding highlights Corporate Image as the most dominant predictor of satisfaction (\beta=0.392). This suggests that in the high-value cargo sector, the company’s reputation and assurance function as primary risk determinants for B2B customers, surpassing the importance of price and purely functional quality. These results offer clear managerial implications for logistics firms in prioritizing the reinforcement of intangible assets to maintain a long-term competitive advantage.

Aderia Rimitha Djami; Roesjanto Roesjanto; Wasi Sumarsono

Shipping and Transport Management Journal 2025 Indonesian Maritime Researchers and Lecturers

This study aims to analyze the effect of service quality on passenger satisfaction at Tingkir Bus Terminal, Salatiga City. Service quality is an essential factor in achieving customer satisfaction, especially in public transportation services that cater to the needs of the community. The study underscores the importance of efficient and reliable services in improving the overall passenger experience. This research uses a quantitative approach, employing a survey method with 100 respondents who are passengers at the terminal. Data were collected through a Likert-scale questionnaire, designed to measure various aspects of service quality such as timeliness, comfort, and customer support. The data were analyzed using SPSS version 26, with procedures including validity tests, reliability tests, simple linear regression, and hypothesis testing (t-test). The results show that service quality has a positive and significant effect on passenger satisfaction, suggesting that higher service quality leads to increased satisfaction. This finding emphasizes the critical role of service quality in enhancing the operational success of public transportation services. The study’s findings are expected to serve as valuable evaluation material for improving service quality and provide practical insights for terminal management to enhance passenger satisfaction in the future.

Natia Nurfaza; Cupian Cupian; Donny Hardiawan

Jurnal Inovasi Ekonomi Syariah dan Akuntansi 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study analyzes the implementation of the murabahah contract in resolving Non-Performing Financing (NPF) for micro-enterprises through collateral auction at the Bank Syariah Indonesia (BSI) Ahmad Yani Branch Office, Area Bandung Raya. The primary objective is to analyze the conformity of the auction process with comprehensive Sharia principles (fiqih muamalah), particularly focusing on the final stage of debt resolution. Employing a qualitative-descriptive method, data was gathered through literature review and direct interviews with personnel from the bank's collection and recovery department. The findings indicate that the NPF resolution procedure is conducted systematically and ethically, beginning with warnings, mediation, and intensive restructuring efforts, such as rescheduling and reconditioning, in line with the spirit of ta'awun and Fatwa DSN MUI No. 48/2005. The auction is only performed as a final, likuidatif resort when the customer is non-cooperative or entirely unable to pay after all 3R attempts have failed. Crucially, the process generally aligns with positive regulations and Sharia provisions, including the transparent process of Muzayyadah through KPKNL. Key aspects of Sharia compliance include the bank's commitment to returning any surplus funds from the collateral sale directly to the customer, thereby avoiding ghulul (fraudulent gain), and the provision of the option to waive the remaining debt for customers deemed genuinely unable to fulfill their obligations, in line with Fatwa DSN MUI No 47/DSN-MUI/II/2005. This research provides practical insights for Islamic financial institutions on balancing effectiveness in debt resolution with the imperative of comprehensive Sharia compliance and ethical transactional justice.

Rahma Ningrum; Ajeng Tita Nawangsari

Jurnal Inovasi Ekonomi Syariah dan Akuntansi 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The purpose of this research is to analyze how strategies for collecting and managing Third Party Funds (DPK) affect the profitability level of Bank Jatim. As the bank’s main funding source, the effectiveness of DPK management significantly determines its ability to distribute credit, maintain liquidity, and improve financial performance. This research applies a qualitative descriptive methodology within a case study framework at Bank Jatim, with data collected through comprehensive field observations. conducted during the MBKM internship program in the Accounting and Financial Management Division, complemented by the analysis of Bank Jatim’s financial statements for the 2024–2025 period. The findings reveal that the 15% growth in DPK in 2024 positively contributed to the increase in productive assets, net interest margin (NIM), and return on assets (ROA). Bank Jatim’s main strategies include increasing the proportion of low-cost funds (CASA), digitalizing services through the JConnect application, collaborating with local governments, and providing exclusive services for priority customers. These approaches not only promote the growth of low-cost funds but also strengthen customer loyalty and the bank’s competitiveness amid the evolving banking landscape. The study concludes that innovative, efficient, and digitally based DPK management enhances Bank Jatim’s profitability and reinforces its role as a regional development bank. The study recommends strengthening financial literacy among the public and diversifying deposit products to expand the customer base..      Keywords: Third Party Funds, Bank Jatim, Profitability, Digital Banking, Financial Management Abstrak. Penelitian ini bertujuan untuk menganalisis bagaimana strategi penghimpunan dan pengelolaan Dana Pihak Ketiga (DPK) berpengaruh terhadap tingkat profitabilitas Bank Jatim. Sebagai sumber pendanaan utama, efektivitas pengelolaan DPK memiliki peran penting dalam menjaga kemampuan bank untuk menyalurkan kredit, mempertahankan likuiditas, serta meningkatkan kinerja keuangan secara keseluruhan. Metode penelitian yang diterapkan adalah deskriptif kualitatif dengan menggunakan pendekatan studi kasus pada Bank Jatim. Data dikumpulkan melalui kegiatan observasi langsung di lapangan. program magang di Divisi Akuntansi dan Manajemen Keuangan, serta melalui analisis laporan keuangan Bank Jatim periode 2024–2025.Hasil penelitian menunjukkan bahwa pertumbuhan DPK sebesar 15% pada tahun 2024 memberikan dampak positif terhadap peningkatan aset produktif, Net Interest Margin (NIM), dan Return on Assets (ROA). Strategi utama yang diterapkan Bank Jatim mencakup peningkatan proporsi dana murah (CASA), digitalisasi layanan melalui aplikasi JConnect, kolaborasi dengan pemerintah daerah, serta penyediaan layanan eksklusif bagi nasabah prioritas. Strategi tersebut tidak hanya berhasil mendorong peningkatan dana murah, tetapi juga memperkuat loyalitas nasabah dan daya saing Bank Jatim di tengah ketatnya persaingan industri perbankan.Kesimpulan penelitian ini menunjukkan bahwa pengelolaan DPK yang inovatif, efisien, dan berbasis digital berkontribusi signifikan terhadap peningkatan profitabilitas Bank Jatim sekaligus memperkuat perannya sebagai bank pembangunan daerah. Rekomendasi dari penelitian ini adalah perlunya peningkatan literasi keuangan masyarakat serta diversifikasi produk simpanan untuk memperluas basis nasabah   Kata kunci: Dana Pihak ketiga, Bank Jatim, keuntungan , Digital Banking, Financial Management

Rama Setiawan

Shipping and Transport Management Journal 2025 Indonesian Maritime Researchers and Lecturers

Customer Loyalty is critically influenced by several factors, including Service Quality, Customer Trust, and Price.1 This study aims to analyze the partial and simultaneous influence of Service Quality (X_1), Customer Trust (X_2), and Price (X_3) on Customer Loyalty (Y) toward Maxim online transportation services in Semarang City.1 Utilizing a quantitative associative method, data were collected from a sample of 100 Maxim users (N=100) via incidental sampling and analyzed using multiple linear regression (SPSS).1 The analysis confirmed that all three independent variables positively and significantly influence Customer Loyalty (all t_{hitung} > 1.98498).1 Service Quality (X_1) was determined to be the most dominant factor (\beta = 0.400, t=4.500), highlighting that driver performance, service assurance, and responsiveness are the primary drivers of long-term loyalty., 10 The overall regression model demonstrated a strong explanatory power, with an estimated Adjusted R^2 of 0.650, indicating that 65.0\% of the variation in Customer Loyalty is explained by these three factors. Managerial implications suggest focusing resources on continuous service improvement and maintaining high integrity (Trust) to convert consumer satisfaction into sustainable loyalty.

Saskia Maharani; Andar Sri Sumantri; Sulistyowati Sulistyowati

Logistics and Supply Chain Insights 2025 Indonesian Maritime Researchers and Lecturers

This study aims to analyze the influence of Service Quality, Price Perception, and Trust on the User's Interest in the ferry service of KMP Gili Iyang on the Paciran-Bawean route operated by PT. ASDP Indonesia Ferry (Persero) Cabang Paciran. This route plays a critical role as an essential logistics and social link for Bawean Island. The quantitative research used a survey method with an Incidental Sampling technique, involving 100 respondents who are users of the service. The collected data were analyzed using Multiple Linear Regression with SPSS V25. The partial hypothesis test results (t-test) show that Service Quality (β=0.80; p=0.033), Price Perception (β=0.69; p=0.038), and Trust (β=0.587; p=0.000) individually have a positive and significant impact on the User's Interest. The Trust variable was found to be the most dominant predictor, emphasizing the importance of integrity, competence, and operational consistency in essential and high-risk maritime transportation services. The adjusted R-squared value of 60.% indicates that this model provides a strong explanation for the variation in User's Interest. This study provides important implications for managing ferry services by improving service quality, competitive pricing, and building customer trust to increase user interest.

Shavira Azhari

Shipping and Transport Management Journal 2025 Indonesian Maritime Researchers and Lecturers

This study aims to analyze the simultaneous effect of the variables of facilities, corporate image, price perception, and service quality on the increase in passenger numbers for Citilink Indonesia Airlines at Jenderal Ahmad Yani International Airport Semarang. The air transportation service sector requires a comprehensive understanding of the factors driving customer loyalty and purchasing decisions to maintain the company's competitiveness. The research method used is descriptive quantitative, with data collected from questionnaires distributed to 100 respondents who are passengers of Citilink Indonesia Airlines. Data analysis was performed using multiple linear regression, resulting in the equation Y = 0.214 + 0.205X1 + 0.171X2 + 0.337X3 + 0.144X4 + μ. The study's results show that both partially and simultaneously, facilities, corporate image, price perception, and service quality have a positive and significant effect on the increase in passenger numbers. Price perception was found to be the dominant factor, with the highest regression coefficient, followed by facilities. Managerial implications suggest that airlines and airport operators focus on setting competitive prices and improving facilities to sustain passenger growth.

Muhamad Hikam Firdaus; Sulistyowati Sulistyowati; Andar Sri Sumantri

Shipping and Transport Management Journal 2025 Indonesian Maritime Researchers and Lecturers

This study aims to evaluate the factors influencing passengers’ interest in purchasing tickets for the KM. Kirana 1 ship on the Sampit route. In the era of increasing competition in maritime transportation, understanding consumer interest factors is essential for shipping companies to enhance their marketing strategies and stay competitive. This research employs a quantitative approach using a survey method involving passengers of KM. Kirana 1. The variables examined in this study include price, service quality, promotion, and perceived comfort, which are considered key determinants in customer decision-making. Data were analyzed using SPSS to test validity, reliability, and the relationships among these variables. The results indicate that price, service quality, and comfort significantly affect passengers’ interest in purchasing tickets, while promotion has an insignificant effect. These findings provide practical implications for shipping management to improve service quality, comfort, and pricing strategies to maintain customer satisfaction and loyalty, which are critical in the highly competitive maritime industry.

Ade Putri Nurudina

Shipping and Transport Management Journal 2025 Indonesian Maritime Researchers and Lecturers

This study aims to analyze ticket purchasing behavior at Mawar Tour & Travel Pekalongan. The issue raised in this research is the decline in direct ticket purchases due to the rise of competing digital platforms, which has made it more challenging for traditional travel agencies to retain customers. The research method used is quantitative, employing multiple linear regression analysis through SPSS software to evaluate various factors influencing customer decisions. The results show that service quality and price perception significantly affect purchase intention, while booking convenience does not directly influence it but is fully mediated by trust, highlighting the importance of building strong customer relationships. These findings suggest that Mawar Tour & Travel should enhance service quality, strengthen customer trust, and adopt competitive pricing strategies to improve customer satisfaction and increase sales. This approach would enable the agency to stay competitive in the rapidly changing digital marketplace and better meet the needs of its customers.

Siska Ade Putry; Furqan Khalidy

Jurnal Pengabdian Masyarakat 2025 Lembaga Pengembangan Kinerja Dosen

, it has driven very significant changes to the marketing and sales strategies of various companies in the business sector. One of the influential innovations is the implementation of e-commerce (electronic commerce), which allows the buying and selling transaction process to be carried out online through the internet network. E-commerce is not only a means to sell products, but it also plays an important role in expanding market reach, increasing the effectiveness of promotions, and strengthening the relationship between companies and consumers. This study aims to analyze the application of e-commerce as a strategy to increase product sales at PT Daehsan Indonesia Medan Branch. The research method used is qualitative descriptive with data collection techniques through interviews, observations, and documentation of management and distributors involved in the company's digital marketing activities. In addition, this study also reviews the supporting factors and obstacles that arise during the implementation of e-commerce, so that it can provide a comprehensive picture of the extent to which the use of digital platforms affects the increase in sales volume, the expansion of market reach, and the level of customer satisfaction.

Pati Ritan, Patrianus; Yoestini

Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik) 2025 LPPM Universitas 17 Agustus 1945 Semarang

This study investigates the influence of service quality and product quality on marketing performance, with market penetration and product innovation serving as intervening variables in expedition companies. Guided by the Service-Dominant Logic (SDL) framework, the research underscores the role of value co-creation between companies and customers in driving competitive advantage. Using a quantitative approach, data were collected from employees involved in operational and marketing functions and analyzed through Structural Equation Modeling (SEM). The findings indicate that service quality and product quality do not significantly affect market penetration. Conversely, market penetration positively influences product innovation, which in turn strongly enhances marketing performance. However, when not managed effectively, market penetration can negatively impact marketing performance. These results highlight the need for companies to adopt integrated and innovative strategies that align with customer value creation to achieve sustainable improvements in marketing performance within the expedition industry.

Siska Ade Putry; Furqan Khalidy

Jurnal Pengabdian Masyarakat 2025 Lembaga Pengembangan Kinerja Dosen

, it has driven very significant changes to the marketing and sales strategies of various companies in the business sector. One of the influential innovations is the implementation of e-commerce (electronic commerce), which allows the buying and selling transaction process to be carried out online through the internet network. E-commerce is not only a means to sell products, but it also plays an important role in expanding market reach, increasing the effectiveness of promotions, and strengthening the relationship between companies and consumers. This study aims to analyze the application of e-commerce as a strategy to increase product sales at PT Daehsan Indonesia Medan Branch. The research method used is qualitative descriptive with data collection techniques through interviews, observations, and documentation of management and distributors involved in the company's digital marketing activities. In addition, this study also reviews the supporting factors and obstacles that arise during the implementation of e-commerce, so that it can provide a comprehensive picture of the extent to which the use of digital platforms affects the increase in sales volume, the expansion of market reach, and the level of customer satisfaction.

Septianingsih, Leny; Zahrotunnida, Nabila; Aflah, Nafilah; Yuniar , Rifki Nika; Husen, Saadilah Amril +1 more

Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN) 2025 FEB Universitas Maritim Semarang

This study aims to evaluate the performance of KSPPS BKK Purwokerto using the Malcolm Baldrige Criteria for Performance Excellence (MBCfPE), which consist of seven assessment categories: leadership, strategy, customer focus, measurement and knowledge management, workforce, operations, and organizational results. A descriptive qualitative approach was employed through in-depth interviews, direct observations, and document analysis. Data were analyzed using the interactive model of Miles and Huberman to identify strengths and weaknesses within the organization. The findings indicate that KSPPS achieved a total score of 825, placing it in the Excellent – Benchmark Leader category. The strongest performance appears in customer focus, leadership, and operational quality, reflecting strong service orientation and solid interpersonal relationships. However, the lowest score in measurement, analysis, and knowledge management suggests that the data and information system is not yet fully integrated. These results highlight the need for improving information systems, digitalizing processes, and strengthening performance measurement to support continuous improvement. This study contributes to the literature on Islamic microfinance performance evaluation and provides strategic recommendations for enhancing organizational management.

H. Subagyo; Bintang Paula Putra; Zairin Zairin; Aminudin Aminudin; Wawan Wawan

Prosiding Seminar Nasional Ilmu Manajemen Kewirausahaan dan Bisnis 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study aims to determine the influence of brand awareness, brand association, and brand loyalty associated with brand equity on consumer purchase decisions in using GO-JEK services in Depok City. These three variables were analyzed both partially and simultaneously to identify the degree of their influence on consumers' decisions in choosing online transportation services. The research method used is a quantitative approach with the distribution of questionnaires as a data collection instrument, while the analysis is carried out using inferential statistical techniques. The results show that partially the variables of brand association and brand loyalty have a significant and dominant influence on purchasing decisions. This indicates that consumers' perception of the image and emotional connection with the GO-JEK brand plays an important role in the decision to choose the service. In addition, the results of the simultaneous test showed that brand awareness, brand association, and brand loyalty together had a positive and significant influence on purchasing decisions. These findings confirm that strong brand equity is an important factor in increasing consumer interest and preference for GO-JEK services. Therefore, companies need to maintain and strengthen branding strategies to increase competitiveness and maintain customer loyalty.

Tika Kartika Asri; Tyara Poernomo Putri; Mujito Mujito; Dwi Oktiana Irawati

Prosiding Seminar Nasional Ilmu Manajemen Kewirausahaan dan Bisnis 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study aims to analyze the development strategy of micro, small, and medium enterprises (MSMEs) in the coffee sector using the Business Model Canvas (BMC) and SWOT Analysis approaches. A case study was conducted at Paul Coffee Shop, located in Tajurhalang, Bogor Regency. The research method employed was descriptive qualitative, with data collected through observation, interviews, and literature review. The results indicate that the current business model of Paul Coffee Shop has strengths in affordable pricing and personal relationships with customers but still has weaknesses in digital marketing and product innovation. Through SWOT analysis, development strategies were formulated, including product diversification, strengthening digital marketing, collaboration with local MSMEs, and customer loyalty programs. This study emphasizes that BMC can be used not only in the initial stage of business establishment but also as a tool for evaluation and strategy development for ongoing MSMEs.

Afia Zahra Afzalurrizqi; Muhammad Abid Humam Abyan; Masitha Fahmi Wardhani

Proceeding of the International Conference on Management, Entrepreneurship, and Business 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study investigates the influence of Brand Image, Product Quality, and the use of Social Media on consumers’ purchasing decisions to Wardah facial cream. Using a quantitative method with purposive sampling technique, this study involved 120 Wardah product users in the West Semarang area. Data were collected through an online questionnaire and processed using SmartPLS 4.0. The results indicate that product quality and social media usage have a positive and significant effect on purchasing decisions, whereas brand image shows a positive but insignificant effect. This suggests that consumers tend to prioritize tangible attributes such as product quality and active engagement through social media over brand perception The model explains 75.2% of the variance in purchasing decisions (Adjusted R² = 0.752), highlighting the strong explanatory power of the variables examined. Practically, the findings suggest that marketers should prioritize product quality and optimize social media campaigns to boost customer engagement and loyalty, while reassessing brand perception strategies.

Dini Yani; Dexi Triadinda

Jurnal Pengabdian dan Kesejahteraan Masyarakat 2025 Lembaga Pengembangan Kinerja Dosen

Micro, Small, and Medium Enterprises (MSMEs) play an important role in supporting the national economy but often face challenges in reaching broader markets in the digital era. This report focuses on the digital marketing strategies implemented by D'Kitchen, a culinary MSME that relies on social media and e-commerce platforms to enhance competitiveness. Actions taken include the implementation of various digital tools, such as Instagram, marketplaces, and e-payment systems, to measure their effectiveness in increasing visibility, market reach, and customer loyalty. The results of this report show that the application of digital marketing strategies successfully boosts consumer engagement and expands the market, although further optimization is still needed to sustain long-term growth. This report provides practical recommendations for MSMEs in leveraging digital technology to face increasingly competitive markets.

Satria Hari Pratomo; Vanessa Vanessa

Proceeding of the International Conference on Management, Entrepreneurship, and Business 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study investigates the effectiveness of digital transformation in enhancing client acquisition, using a case study of a lamp business in Indonesia. Established in 2021, the company initially operated through traditional offline channels but expanded to online platforms in 2022, integrating digital tools including AI-based financial management systems to streamline operations and support decision-making. The research focuses on comparing offline and online strategies, examining key performance indicators such as revenue contribution, customer acquisition costs, conversion rates, and operational challenges encountered in both modes. In addition, the study explores whether the observed revenue growth following digitalization is primarily driven by online sales or whether it benefits from a hybrid approach that combines both online and offline channels. By analyzing these aspects, the study seeks to provide insights into the practical implications of digital transformation for small and medium-sized enterprises (SMEs), particularly in the Indonesian market. The findings are expected to clarify whether adopting digital strategies offers a measurable advantage over traditional methods in terms of efficiency, cost-effectiveness, and market reach. Ultimately, this research aims to inform SME owners and managers about best practices for leveraging digital tools to enhance client acquisition and drive sustainable business growth.

Hendry Kus Hermawan; Krisna Bagus Samboro; Bayu Effendi; M. Fikriyadi Maulana; Ito Setiawan

Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika 2025 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

This study develops a strategic information system plan to improve customer service at the Food Mood MSME in the food and beverage sector. The Ward and Peppard framework is used to map the business and technology environment through Value Chain, SWOT, PEST, and Porter's Five Forces analyses, which are then broken down into Critical Success Factors and measurable key performance indicators. The research design is a qualitative case study with semi-structured interviews with the owner and employees, observations during peak hours, and a review of operational documents. The mapping results in a prioritized portfolio that places a cloud-based point-of-sale system integrated with QRIS, a lightweight inventory and procurement module, a kitchen display system, and basic accounting as the foundation, followed by a mini customer relationship management and loyalty program, online channel integration, a sales dashboard, and simple demand forecasting. The formulated performance targets include a wait time of no more than eight minutes, an order error rate below one percent, stock-outs of less than one day per month, and 100% transaction recording. The suggested three-month roadmap is operational and provides immediate benefits in terms of increased service speed, data accuracy, and potential customer retention, while also confirming the relevance of Ward and Peppard's approach for the Indonesian MSME context.