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This study explores the integration of predictive analytics into supply chain management within national e-commerce enterprises. Predictive analytics, which utilizes historical data combined with machine learning algorithms, regression analysis, and time series forecasting, has shown significant improvements in operational efficiency. The study focuses on four key areas: demand forecasting, inventory management, transportation optimization, and customer satisfaction. By predicting demand more accurately, e-commerce platforms can reduce stockouts and overstock situations, streamline logistics routes, and lower logistics costs. The implementation of predictive analytics led to a 20% reduction in delivery times and a 15% decrease in logistics costs, thereby enhancing customer satisfaction. However, the study also highlights challenges in integrating real-time data from multiple sources and scaling predictive models across diverse product categories and geographic regions. The results emphasize the need for e-commerce platforms to invest in technology that enables seamless data integration and the development of region-specific predictive models. The findings are compared with industry benchmarks, showing that the improvements in logistics and supply chain performance align with global trends. Based on these results, the study recommends best practices for implementing predictive analytics, including effective data collection, machine learning model training, and scalability considerations. By following these practices, e-commerce companies can optimize their supply chains, reduce operational costs, and increase customer satisfaction, positioning them for greater competitive advantage in the marketplace.

Advances in information and communication technology are growing rapidly in all directions so that a lot of information is produced from technology and is applied in various fields. In the field of information technology, Supply Chain Management is also needed, which is used to monitor inventory and marketing of goods at UD. Anugrah Jaya Tani. UD. Anugrah Jaya Tani is a kiosk that sells various herbicides. Supply chain management (SCM) is one part that can also be developed with the existence of internet resources. The internet can play a role in facilitating SCM activities. This is because SCM activities require communication between the parties involved in this matter. The purpose of using supply chain management, where the most basic is to be able to align customer demand with existing supply. The results of this study are to determine the amount of stock of goods to be marketed, create a system that can be accessed by anyone, and create an attractive consultation layout.

This study aims to determine the effectiveness of internal control of drug inventory at Nahdlatul Ulama Hospital Tuban and to assess the suitability of the implementation of drug supply management with the applicable standards at Nahdlatul Ulama Hospital Tuban. This type of research is descriptive qualitative research. Data collection techniques were carried out by interviews and documentation. The data analysis technique used is stop-or-go sampling. The level of reliability (R%) used is 95% and determines DUPL 5%. Based on data analysis conducted on the effectiveness of internal control of drug supply at the Nahdlatul Ulama Hospital in Tuban and the management of drug supplies at the Nahdlatul Ulama Hospital in Tuban, it has been carried out in accordance with applicable government regulatory standards, it can be seen that: The results of the study on the effectiveness of internal control of drug supplies at the Nahdlatul Ulama Hospital Tuban showed effective results. This can be seen from the test results of the three attributes that did not find any errors in the examination, where 5% AUPL is the same as 5% DUPL. The pharmacy installation at the Nahdlatul Ulama Hospital has implemented the Minister of Health Regulation Number 72 of 2016 on procedures for procurement of pharmaceutical drug supplies, procedures for purchasing pharmaceutical drug supplies, procedures for receiving pharmaceutical drug supplies, procedures for storing pharmaceutical drug supplies, and procedures for distributing pharmaceutical drug supplies.

This study examines the analysis of raw material inventory forecasting and buffer stock of vaname shrimp at one of the fishery companies in Makassar Industrial Estate (PT Bogatama Marinusa Makassar). The analysis method used to determine the supply of raw materials needed by the company is the ARIMA Box-Jenkins method. This method is used to forecast raw material inventory on time series data. Determination of buffer stock is done using standard deviation and policy factors. Vaname shrimp (Littopenaeus vannamei) raw material data was obtained from 2020 to 2022 (156 weeks). The results showed that the highest amount of raw material inventory occurred in October week 147 in 2022, amounting to 152,792 tons, while the lowest amount of raw material inventory occurred in May week 122 in 2022, amounting to 13,102 tons. The best vaname shrimp raw material inventory model is the ARIMA (1,1,1) model which has a Sum Square Error (SSE) value of 1.70250, Mean Square Error (MSE) value of 0.0112007. This model is used to forecast raw material inventory for the next 48 weeks. The forecasting results show that there will be a decrease in week 1 to week 6 and a relative increase in raw materials in week 7 to week 48 with a MAPE value of 4.54%. The amount of buffer stock that must be owned by the company is 37.311 tons.

The estimated rice sales at Perum Bulog Sub Divre Medan is crucial information in planning and managing rice supplies. In this study, we apply the Double Exponential Smoothing forecasting method to estimate rice sales at Perum Bulog Sub Divre Medan. This approach allows us to identify complex sales patterns and generate accurate forecasts to aid in informed decision making. We use historical rice sales data to train a forecasting model and evaluate its performance. Experimental results show that the Double Exponential Smoothing method can provide reliable estimates of rice sales, with a satisfactory level of accuracy. The implications of these findings are discussed in the context of inventory management and operational planning of Perum Bulog Sub Divre Medan.

In the current era of technological development, many people are already using technology in their daily activities. Various sectors have also utilized technology to help their activities. Sate Tancap is a business in the Food and Beverage sector which is quite popular in the Tangerang area and has quite a lot of visitors and buyers every day. The stock or inventory recording system at Sate Tancap is experiencing difficulties and still uses records that are not yet computerized. This research aims to provide an application for admins and cashiers that can be used regarding the lack of a system for managing menus and inventory at the Sate Tancap food stall. This research uses the prototyping method, in this method the researcher analyzes stakeholder needs, then creates an initial system design, then this prototype is approved by stakeholders. So, researchers will carry out the next stage, namely creating a Sate Tancap application website. After that, it is implemented to users and related parties. The existence of a sales and inventory recording system application is useful for satay food stalls, especially for owners and cashiers so that sales activities are more effective and efficient.

The purpose of this community service is to enhance understanding and knowledge among employees regarding the management and recording of existing asset conditions up to reporting, and to create added value in managing company property in a more orderly, accountable, and transparent manner, as well as the use of supporting technology in conducting company inventory, particularly at PT. Bahruny Kuala Besilam, Tanjung Pura, Langkat Regency, North Sumatra Province. The materials to be presented in this community service are: governance, effectiveness, and efficiency in optimizing company inventory. This is related to enhancing and creating added value in managing company property as a support for data completeness planning activities in realizing program planning activities at PT. Bahruny Kuala Besilam, Tanjung Pura, Langkat Regency, North Sumatra Province. From this community service, it is evident that there has been an improvement in the understanding of PT. Bahruny Kuala Besilam, Tanjung Pura employees regarding the more orderly, accountable, and transparent management and recording of asset conditions in the company's asset records.

Landslides are natural disasters that can result in loss of life and property. Therefore, it is necessary to carry out inventory research on areas prone to landslides. The model applied to determine the point of distribution of landslide disasters and areas of potential distribution of landslide disasters is a qualitative descriptive spatial method. Several factors that cause landslides are geology, rock properties, stratigraphy, geological structure, level of weathering and seismicity, climate, rainfall, thick soil, solum. , slope topography, vegetation density and human land use. The results of the analysis show that in Jayaura Regency, Sentani District, there are 3 classes of landslide hazard levels, namely not vulnerable, somewhat vulnerable, quite vulnerable, and vulnerable. In general, Jayapura Regency, Sentani sub-district, is quite prone to the spread of landslides, but there are three sub-districts that are vulnerable, namely Hinekombe sub-district, Sentani village, Bart, Sentani sub-district, Sereh village in the middle and Sentani sub-district, Tollan village,      

This article reviews the importance of management of educational facilities and infrastructure in the perspective of Qur'anic verses. The discussion of educational facilities and infrastructure is described as an integral part of education management, which includes various components such as curriculum, materials, methods, educators, students, and infrastructure. In this context, understanding of the role of facilities and infrastructure as a key factor in education is still somewhat lacking, which can hinder the learning process to be not optimal. This research uses a literature study method with an analytical-descriptive approach. The results of the study confirm that the management of educational facilities and infrastructure is a process that aims to manage and utilize all educational facilities and infrastructure effectively. The importance of infrastructure management is reinforced by views derived from verses of the Qur'an. The purpose of the management of educational facilities and infrastructure is to ensure that educational institutions are able to provide services professionally so that the learning process can take place effectively and efficiently. The implementation of management of educational facilities and infrastructure includes planning, organizing, implementing and utilizing, inventory, and supervision and maintenance. The conclusion of this study emphasizes that the management of educational facilities and infrastructure must be based on principles that ensure smooth learning activities in educational institutions.  

This research aims to develop a cashier application to improve efficiency and user experience in Rieska stores. By using the UI/UX design method, this application is designed to facilitate transactions and inventory management. The design results show a cashier application that is responsive and easy to learn. Users provided positive feedback, indicating wider adoption in the retail environment. This research highlights the importance of developing cashier applications that focus on user needs in improving efficiency and user experience in retail businesses.  

Inventory of goods at MI is an important process to ensure smooth operations and learning. With a good inventory system, MI can manage its goods effectively and efficiently, so that it can support the achievement of its educational goals. Administration of goods equipment or goods inventory in MI includes activities such as recording, coding and reporting goods inventory. This includes inventory items (such as tables, benches, whiteboards) and non-inventory items (such as markers, erasers, pencils). The inventory process aims to create goods administration, financial savings, and effective supervision of these goods. Inventory activities of educational facilities and infrastructure in schools include planning, procurement, distribution, use, maintenance and disposal of goods. Inventory recording of goods is carried out in various books, such as the goods inventory master book, goods inventory class book, non-inventory goods record book, quarterly report list, inventory item mutation, and annual recapitulation list. A computerized goods inventory system can help organizations increase efficiency and effectiveness of goods management. This system can help organizations save time and costs, increase productivity, and make better decisions regarding goods management.

This study evaluates the accounting system at a packaging printing service company, Putra Jaya Kemasan. Jaya Kemasan. The findings highlight some continuities and discrepancies between theory and practice in sales, purchasing, inventory, and payroll activities. practice in sales, purchasing, inventory, and payroll activities. It was found that although the company has had structured procedures, there are constraints such as less than optimal separation of functions, the use of semi-computerized accounting systems, and discrepancies in recording transactions. discrepancies in recording transactions. The research was conducted using qualitative methods through interviews, documentation, and observation at Putra Jaya Kemasan. Suggestions are given to improve the separation of functions, strengthen the authorization and recording system, and encourage the implementation of sound practices. implementation of sound practices. In conclusion, the company needs improvements in /implementation of accounting information systems to optimize operations and internal control.

This study aims to analyze the application of the cash sales, cash receipts, payroll, purchase of raw materials, and inventory of trade goods accounting system at STEIGEN Company. The research employs a qualitative descriptive method with a case study approach, collecting data through observation, interviews, and documentation. The findings indicate that the implementation of the accounting system at STEIGEN Company is inadequate and not in line with generally accepted accounting principles. Based on the study's results, it is recommended that STEIGEN Company makes improvements to the accounting system to optimize operational processes. An in-depth analysis of the cash sales system, cash receipts, payroll, purchase of raw materials, and inventory of trade goods forms the basis for a better understanding of designing, implementing, and maintaining an effective and efficient accounting system in the dynamic business environment.

This study aims to conduct an in-depth analysis of chocolate raw material inventory management at Rapoviaka Simple, a chocolate company operating at Jalan Perumahan Dosen, Blok B4 No 2, Central Sulawesi.  The research method used is the Economic Order Quantity (EOQ) method to assess and improve the inventory management process. By using interviews, observations, and analysis of internal company documents, an in-depth understanding of the existing practices and challenges faced by Rapoviaka Simple was obtained.  The results of this study are expected to provide useful insights for similar companies and contribute to the inventory management literature in the context of the food and beverage industry.

The development of modern companies often leads to overlapping functions between departments, such as the dualism of functions between Human Resources (HR) and financial accounting. This creates serious challenges in resource management and accounting that can impact the overall performance of the organization. Issues faced include overly simplistic financial recording due to HR's lack of expertise in accounting, as well as the risk of errors and data inaccuracies. This research aims to provide in-depth insights into the impact of HR and financial accounting dualism at PT. Segi Muda Bertiga and identify solutions to enhance the efficiency and accuracy of resource and financial management. The research method employs a qualitative approach, analyzing five main theoretical studies, including cash sales accounting systems, payroll and wage analysis, cash receipts, inventory, and purchases. Data is gathered through interviews, literature reviews, and document analysis.    

Profit growth is important for businesses as it can be used to forecast future business plans. Earnings growth is difficult to separate from the company's financial performance as measured by financial ratios. This study aims to determine the effect of accounts receivable turnover ratio, current ratio, debt to equity ratio, and inventory turnover on profit growth. This study has a population of 17 companies over three years (per quarter), and a sample of 204 collected through purposive sampling method, and this study uses data analysis methods, namely multiple regression analysis and panel data with Eviews 12 software. The analysis shows that ITR has a positive and significant effect on earnings growth (Ln), while RTR, CR, and DER have no effect on earnings growth (Ln). All independent variables, namely RTR, CR, DER, and ITR, affect earnings growth (Ln) simultaneously. Earnings growth (Ln) is influenced by the four independent variables by 9%. This shows the capability of financial ratios in anticipating profit increases and can influence investor investment decisions.

Kurnia Ciptamoda Gemilang is an Indonesian retail company that was founded in 1998 and currently houses several brands, namely, Charles & Keith, Pedro, Pomelo, and EA7 Emporio Armani in more than 80 stores throughout Indonesia. The purpose of this research is to determine the role of Sales Associates and sales marketing strategies in selling Charles & Keith Tunjungan Plaza Surabaya products. Sales Associates are placed in a position to analyze the operational running of retail activities, both related to Sales and Selling Products, as well as inventory and will also be given the opportunity to interact directly with customers as a Fashion Advisor to be able to provide product information, answer questions and provide suggestions to customers . This research uses a descriptive qualitative approach with in-depth interviews with Sales Associates at the Charles & Keith store Tunjungan Plaza and also personal observations during their internship as a Sales Associate for Charles & Keith Tunjungan Plaza Surabaya. The research results show that the role of the Sales Associate is very crucial in providing a positive customer experience, understanding customer needs, providing accurate product information and also increasing customer transaction value. Apart from that, effective sales marketing strategies are also implemented to increase the level of product sales by using social media, one of which is Value Added Service (Chat Shop), which is a medium for communication, promotion and also online sales via WhatsApp between Sales Associates and customers.

This writing aims to determine the implementation of the use of Accurate online software at the Sukoharjo Regional Public Printing and Publishing Company (Perumda Percada). The main objective is to determine the positive impact of using Accurate online software on Perumda Percada. Perumda Percada as an entity operating in the printing industry, this company is faced with challenges in managing inventory, financial monitoring and efficient resource management. Information data is obtained from direct observation. The results show that the implementation or application of Accurate online has helped in recording finances at Perumda Percada. User-friendly, Accurate online makes it easier for employees to input and collaborate between departments. Apart from that, Accurate online software also helps management in monitoring the financial reports that have been produced.

Semen Z is one of the largest cement supplier companies in Indonesia and will continue to increase every year. The development of the cement industry is in line with the continued development of infrastructure projects, both private and Indonesian government. PT. Semen Z has good integration from raw material providers to cement that is ready to be used by every project that requires it. Development of PT. Cement Z will occur in the quantity of raw materials, human resources, and production processes, up to distribution to consumers. The activities carried out are land clearing/stripping, blasting, excavation and loading, as well as transportation and destruction. Raw materials sourced from this mining process include limestone, silica stone and clay. In this study mining was only carried out on limestone and clay was obtained from suppliers. The units used in the inventory data are limestone and clay raw materials (tons), ammonium nitrate chemicals (tons), diesel fuel (liters), electricity (kWh), emissions (tons), B3 waste (tons), non-B3 waste (tons) and products (tons). Every activity process carried out will have an impact on the environment, so the Company's commitment to a green industry or clean industry is required. To determine the environmental impact analysis on cement production activities, the Company conducted an environmental impact analysis using the Life Cycle Assessment (LCA) method. The aim of this research is to identify improvements in environmental performance, especially those that are hotspots in the Company's production process. The research results show that the highest identification of environmental impacts is obtained from activities at the Limestone mine, in accordance with the Pareto rules approach where if the contributors are more than 80% of the food it will affect the results of the impact analysis obtained.

PT XYZ is an industrial company that produces tools. In this research, the problem that must be resolved, namely the issue of raw material inventory control that occurs at PT XYZ, will be resolved using the Economic Order Quantity (EOQ) method using POM-QM software. By using the Economic Order Quantity (EOQ) method, it is hoped that it can solve the raw material inventory control problems that occur at PT XYZ so that the costs incurred by the company are optimal. So, PT XYZ can solve the problem of controlling raw material inventory with the help of the POM-QM application to facilitate the calculation process. Based on the analysis and data processing that has been carried out, it is known that the optimal quantity of raw material A output per order is 150 units with a total cost of IDR 270,596,000 and a reorder point value of 7 units. For raw material B, the optimal quantity per order is 241 units with a total cost of IDR 2,439,490,000 and a reorder point value of 53 units. For raw material C, the optimal quantity per order is 94 units with a total cost of IDR 425,200,400 and a reorder point value of 7 units. For raw material D, the optimal quantity per order is 82 units with a total cost of IDR 217,229,600 and a reorder point value of 5 units. So the raw material that has the most influence in the tool making process at PT XYZ is B because it has the largest reorder point value.