Web user interface architecture for advanced planning and scheduling systems Case: Nokia Demand / Supply Planning Applications

In modem hitec industry Advanced Planning and Scheduling (APS) systems provide the basis for e-business solutions towards the suppliers and the customers. One objective of this thesis was to clarify the modem supply chain management with the APS systems and especially concentrate on the area of Collaborative Planning. In order Advanced Planning and Scheduling systems to be complete and usable, user interfaces are needed. Current Visual Basic user interfaces have faced many complaints and arguments from the users as well as from the development team. This thesis is trying to analyze the reasons and causes for the encountered problems and also provide ways to overcome them. The decision has been made to build the new user interfaces to be Web-enabled. Therefore another objective of this thesis was to research and find suitable technologies for building the Web-based user interfaces for Advanced Planning and Scheduling Systems in Nokia Demand/Supply Planning business area. Comparison between the most suitable technologies is made. Usability issues of Web-enabled user interfaces are also covered. The empirical part of the thesis includes design and implementation of a Web-based user interface with the chosen technology for a particular APS module that enables Collaborative Planning with suppliers.

Toimittajayhteistyön kehittäminen tilausohjautuvassa toimitusketjussa

Tämän tutkimuksen tavoitteena oli tuottaa kehittämiskeinoja toimittajayhteistyöhön tilausohjautuvassa toimitusketjussa. Tutkimuksen empiriaosuudessa on tutkittu Valtran ja sen ohjaamotoimittajan välistä yhteistyötä. Tutkimusta aloitettaessa monella yhteistyön osa-alueella oli ongelmia, jotka näkyivät ohjaamoissa erilaisina laatuvirheinä. Tutkimuksen teoreettisessa osassa esitellään ensin tilausohjautuvuutta ja sen toimittajayhteistyöhön tarjoamia toimintatapoja ja ohjauskeinoja. Tämän jälkeen tutkimuksessa käsitellään toimittajayhteistyön merkitystä tilausohjautuvassa toimitusketjussa ja yritysten välisen yhteistyön eri elementtejä. Tutkimuksen empiriaosuudessa tehtiin ensimmäisenä laatuvirheanalyysi. Virheanalyysin perusteella tunnistettiin ne toiminnan alueet, joissa aiheutui suurin osa virheistä. Tämän analyysin jälkeen tunnistettiin nykyisestä tilausohjautuvasta toimintatavasta tai ohjauskeinoista johtuvat virheet. Viimeiseksi tunnistettiin yritysten välisestä yhteistyöstä aiheutuneet ongelmat. Näiden analyysien perusteella osoittautui, että suurimmat ongelmat yhteistyössä aiheutuivat yhteistyön puutteellisesta organisoinnista, joka puolestaan heikensi yritysten välisen vuorovaikutuksen laatua ja luottamusta. Erityisesti laadun osalta oli nähtävissä yritysten välisen yhte-näisyyden puute niin järjestelmien kuin myös prosessien osalta. Sen sijaan Valtran toimitusketjun ohjauksessa käyttämissä toimittajien ohjaustavoissa ei ollut puuttei- ta läheskään niin paljon kuin tutkimusta aloitettaessa kuviteltiin. Joka tapauksessa ohjauksen merkitys toimittajayhteistyössä on erittäin suuri, vaikka tehdyn virheanalyysin perusteella niiden osuus analysoiduista virheistä ei ollutkaan kovin suuri. Yhteistyön kehityskohteiden löydyttyä viimeisessä vaiheessa muodostettiin kehittämissuosituksia, joista osa jakautui tilausohjautuvan toimintatavan ja ohjauskeinojen kehittämiseen ja osa taas yritysten välisen yhteistyön kehittämiseen esimerkiksi rakenteellisten linkkien avulla. Erilaisilla yhteistyömuodoilla on mahdollista ke-hittää toiminnasta yhtenäisempää rajapintarakenteiden osalta, mikä on puolestaan laadukkaan vuorovaikutuksen ja siten laadukkaan informaation edellytys. Näitä rakenteita kehittämällä toimittajan ohjaamista ja samalla lopputuotteen laatua on mahdollista parantaa.

Supply Risk Management in Pharmaceutical

Fast development in the operating environment and fierce competition have driven companies to pursue efficiency and success through lean and global supply chains. At the same time overall uncertainty has increased in the business environment and supply chains have become a priority in risk management since their vulnerability may endanger business continuity. Although risk management should start at procurement strategy development phase, proactive contingency planning is also essential because it enables correct reaction and fast changes in process execution in the case of risk realization. This thesis is a case study conducted in the pharmaceutical industry where purchasing and materials management organizations face a number of challenges and limitations that have to be considered in supply risk management. The goal of the study was to discuss the operating environment, and identify and analyze supply risks and potential risk management practices. The study was concluded with suggestions for purchasing strategy development that take risk management considerations into account. This copy is the public version of the thesis.

A cross-border VMI to Russia and cultural impacts to the implementation

VMI (Vendor managed inventory) is a collaboration model between a supplier and a customer, where a supplier has the responsibility of the inventory replenishments. The tightened competition forces companies to collaborate, and VMI is a simple method to cooperate. The aim of this study was to create a cross-border VMI model from Finland to Russia in the case company. However, the cultural differences between the countries produce problems and therefore the cultural impacts to the model and implementation were taken into account. This study includes two parts: the first framework consists of operational principles, benefits, risks, criteria and success factors of VMI and the second concentrates on cultural aspects of the process change. As a result, an operating model for case company’s supply chain was created. In addition, the suggestions for avoiding the cultural impacts in the implementation were given.

Kuivatuotetoimitusketjun kehittäminen

Diplomityön tarkoituksena on selvittää kuivatuotetoimitusketjun haasteet ja kehittää toimintaan parannuskeinoja. Kuivatuotetoimitusketjun kehittämisessä pyritään varmistamaan tärkeimpien asiakkaiden tilauksien toimitusvarmuus sekä parantamaan asiakkailta saatavaa kysyntätietoa. Näistä kahdesta osa-alueesta muodostuu kokonaisuus, jonka avulla parannetaan toimitusketjun suorituskykyä. Työn tuloksena kysynnän ennustettavuutta kehitetään lähtötilanteesta toteutetulla kysyntäennustelomakkeella, jonka avulla kerätään tietoa tärkeimpien asiakkaiden tulevasta kysynnästä. Analyyseissä valmisvarastoille määritetään optimitasot, jolloin materiaalinohjausta voidaan hallita systemaattisemmin. Laskelmien yksityiskohtaisia tuloksia ei sisällytetä työhön. Työssä tarkastellaan myös varastotilan riittävyyttä sekä vaihtoehtoja kapasiteetin lisäämiseksi.

Information exchange and disruption risk in multimodal maritime supply chains

Supply chains are becoming increasingly dependent on information ex-change in today’s world, and any disruption can cause severe repercus-sions to the flow of materials in the chain. The speed, accuracy and amount of information are key factors. The aim in this thesis is to address a gap in the research by focusing on information exchange and the risks related to it in a multimodal wood supply chain operating between the Baltic States and Finland. The study involved interviewing people engaged in logistics management in the supply chain in question. The main risk the interviewees identified arose from the sea logistics system, which held a lot of different kinds of information. The threat of breakdown in the Internet connection was also found to hinder the operations significantly. A vulnerability analysis was carried out in order to identify the main actors and channels of infor-mation flow in the supply chain. The analysis revealed that the most important and therefore most vulnerable information-exchange channels were those linking the terminal superintendent, the operative managers and the mill managers. The study gives a holistic picture of the investigated supply chain. Information-exchange-related risks varied greatly. One of the most frequently mentioned was the risk of information inaccuracy, which was usually due to the fact that those in charge of the various functions did not fully understand the consequences for the entire chain.

Preparation for ramp-up production process in metal manufacturin

Collaboration is essential for successful new product development. In the preparation for ramp-up production collaboration between R&D and supply chain functions is crucial. This thesis examines the meaning of collaboration and the effects of collaboration between R&D and supply chain. The aim of this thesis is to analyse and advice on how to improve the collaboration between the research and development department and supply chain within the preparation for rampup process. This thesis begins by introducing the reader to the product development methodologies and collaboration literature. The following part of the thesis describes the current situation and the results of the qualitative research. The last part of the thesis will explain the improvement suggestions. The main improvement suggestions are clarification of the processes and responsibilities and the introduction of a kick-off meeting.

Supply network risks and costs in Finnish project business

This report summarizes the results of the survey HAVERI – Supply network risks in business. The survey was conducted in Finland during the spring and summer of year 2013. The survey is part of a large two-year research project started in June 2012 in Finland (on-going 06/2012–07/2014). The project is launched and financed by TEKES, the Finnish Funding Agency for Technology and Innovation, and executed together with the researchers from Lappeenranta University of Technology and Tampere University of Technology. The overall goal of this on-going research project is to find out the decision-making practices in the project-oriented companies in their purchasing decisions especially in the mechanical engineering and construction industries in Finland. The objective of the survey was to gain cross-sectional data concerning the challenges, risks and cost factors in Finnish project business companies. The results show that Finnish companies rely on their experience and supplier references in their risk management. In general, the understanding of the total cost structure varies among the industries and companies. The main cost factor in risk management was costs before the actual purchase decision. Overall, it seems that the monetary value of the whole project and capability of purchasing personnel are the main influencing factors on risk management activity in project purchasing.

Supplier codes of conduct: Acting responsibly in global supply chains

Nowadays the Western companies are considered responsible for the social and environmental issues in their whole supply chains. To influence the practices of their suppliers the Western companies have created suppliers codes of conduct (SCCs) which express their requirements. Suppliers’ compliance with the SCCs is checked through audits. The purpose of this thesis is to analyze SCCs as a means for Western companies to ensure socially and environmentally responsible actions in their global supply chains, and the sub-objectives are to find out 1) how well do the SCCs and their auditing work at suppliers’ production sites and 2) how can possible problems related to SCCs and their auditing be solved. This is a qualitative research carried out in the form of a case study with two case companies. In this study both primary and secondary data is used. The primary data is collected in the form of interviews of the case company representatives and three external experts. Based on a theoretical framework of previous research in the fields of corporate social responsibility and supply chain management, a model with eleven factors, which influence the success of SCC implementation and the auditing of SCC –implementation, is drafted. Also several different best-practices to help to solve and avoid possible problems related to SCC -implementation and auditing have been identified from previous research. Based on the findings of this study the theoretical model has been updated adding two new influential factors. It seems that how well the SCC and its auditing work at suppliers’ production sites depends on the joint effect of thirteen influential factors: buyer’s purchasing policy, supplier’s motivation, buyer’s commitment, the solving of agency problems, the contents of the SCC, supplier’s role and the buyer-supplier –relationship, complexity of supply chain, the limitations of the smaller buyers, cooperation through a business association or multi-stakeholder system, the role of supplier’s employees, SCC –related communication and supplier’s understanding, cheating in audits and the auditors. The possible problems related to SCCs and their auditing can be solved by adopting best-practices. Nine of the theoretical best-practices stand out from the findings of this study: 1) two-way communication and collecting feedback from suppliers, 2) the philosophy of continuous improvement, 3) long-term business relationships with the supplier, 4) informing the supplier about the advantages of SCC –compliance, 5) rewarding code-compliant suppliers, 6) building collaborative, good buyer-supplier relationships, 7) supporting and advising the supplier, 8) joining a business association or multi-stakeholder system and 9) interviewing supplier’s employees as a part of the audits.

Value of Information Logistics Integration in Digital Business Ecosystem

Digital business ecosystems (DBE) are becoming an increasingly popular concept for modelling and building distributed systems in heterogeneous, decentralized and open environments. Information- and communication technology (ICT) enabled business solutions have created an opportunity for automated business relations and transactions. The deployment of ICT in business-to-business (B2B) integration seeks to improve competitiveness by establishing real-time information and offering better information visibility to business ecosystem actors. The products, components and raw material flows in supply chains are traditionally studied in logistics research. In this study, we expand the research to cover the processes parallel to the service and information flows as information logistics integration. In this thesis, we show how better integration and automation of information flows enhance the speed of processes and, thus, provide cost savings and other benefits for organizations. Investments in DBE are intended to add value through business automation and are key decisions in building up information logistics integration. Business solutions that build on automation are important sources of value in networks that promote and support business relations and transactions. Value is created through improved productivity and effectiveness when new, more efficient collaboration methods are discovered and integrated into DBE. Organizations, business networks and collaborations, even with competitors, form DBE in which information logistics integration has a significant role as a value driver. However, traditional economic and computing theories do not focus on digital business ecosystems as a separate form of organization, and they do not provide conceptual frameworks that can be used to explore digital business ecosystems as value drivers—combined internal management and external coordination mechanisms for information logistics integration are not the current practice of a company’s strategic process. In this thesis, we have developed and tested a framework to explore the digital business ecosystems developed and a coordination model for digital business ecosystem integration; moreover, we have analysed the value of information logistics integration. The research is based on a case study and on mixed methods, in which we use the Delphi method and Internetbased tools for idea generation and development. We conducted many interviews with key experts, which we recoded, transcribed and coded to find success factors. Qualitative analyses were based on a Monte Carlo simulation, which sought cost savings, and Real Option Valuation, which sought an optimal investment program for the ecosystem level. This study provides valuable knowledge regarding information logistics integration by utilizing a suitable business process information model for collaboration. An information model is based on the business process scenarios and on detailed transactions for the mapping and automation of product, service and information flows. The research results illustrate the current cap of understanding information logistics integration in a digital business ecosystem. Based on success factors, we were able to illustrate how specific coordination mechanisms related to network management and orchestration could be designed. We also pointed out the potential of information logistics integration in value creation. With the help of global standardization experts, we utilized the design of the core information model for B2B integration. We built this quantitative analysis by using the Monte Carlo-based simulation model and the Real Option Value model. This research covers relevant new research disciplines, such as information logistics integration and digital business ecosystems, in which the current literature needs to be improved. This research was executed by high-level experts and managers responsible for global business network B2B integration. However, the research was dominated by one industry domain, and therefore a more comprehensive exploration should be undertaken to cover a larger population of business sectors. Based on this research, the new quantitative survey could provide new possibilities to examine information logistics integration in digital business ecosystems. The value activities indicate that further studies should continue, especially with regard to the collaboration issues on integration, focusing on a user-centric approach. We should better understand how real-time information supports customer value creation by imbedding the information into the lifetime value of products and services. The aim of this research was to build competitive advantage through B2B integration to support a real-time economy. For practitioners, this research created several tools and concepts to improve value activities, information logistics integration design and management and orchestration models. Based on the results, the companies were able to better understand the formulation of the digital business ecosystem and the importance of joint efforts in collaboration. However, the challenge of incorporating this new knowledge into strategic processes in a multi-stakeholder environment remains. This challenge has been noted, and new projects have been established in pursuit of a real-time economy.

Public-private partnership investments in dry ports – Russian logistics markets and risks

The investments have always been considered as an essential backbone and so-called ‘locomotive’ for the competitive economies. However, in various countries, the state has been put under tight budget constraints for the investments in capital intensive projects. In response to this situation, the cooperation between public and private sector has grown based on public-private mechanism. The promotion of favorable arrangement for collaboration between public and private sectors for the provision of policies, services, and infrastructure in Russia can help to address the problems of dry ports development that neither municipalities nor the private sector can solve alone. Especially, the stimulation of public-private collaboration is significant under the exposure to externalities that affect the magnitude of the risks during all phases of project realization. In these circumstances, the risk in the projects also is becoming increasingly a part of joint research and risk management practice, which is viewed as a key approach, aiming to take active actions on existing global and specific factors of uncertainties. Meanwhile, a relatively little progress has been made on the inclusion of the resilience aspects into the planning process of a dry ports construction that would instruct the capacity planner, on how to mitigate the occurrence of disruptions that may lead to million dollars of losses due to the deviation of the future cash flows from the expected financial flows on the project. The current experience shows that the existing methodological base is developed fragmentary within separate steps of supply chain risk management (SCRM) processes: risk identification, risk evaluation, risk mitigation, risk monitoring and control phases. The lack of the systematic approach hinders the solution of the problem of risk management processes of dry port implementation. Therefore, management of various risks during the investments phases of dry port projects still presents a considerable challenge from the practical and theoretical points of view. In this regard, the given research became a logical continuation of fundamental research, existing in the financial models and theories (e.g., capital asset pricing model and real option theory), as well as provided a complementation for the portfolio theory. The goal of the current study is in the design of methods and models for the facilitation of dry port implementation through the mechanism of public-private partnership on the national market that implies the necessity to mitigate, first and foremost, the shortage of the investments and consequences of risks. The problem of the research was formulated on the ground of the identified contradictions. They rose as a continuation of the trade-off between the opportunities that the investors can gain from the development of terminal business in Russia (i.e. dry port implementation) and risks. As a rule, the higher the investment risk, the greater should be their expected return. However, investors have a different tolerance for the risks. That is why it would be advisable to find an optimum investment. In the given study, the optimum relates to the search for the efficient portfolio, which can provide satisfaction to the investor, depending on its degree of risk aversion. There are many theories and methods in finance, concerning investment choices. Nevertheless, the appropriateness and effectiveness of particular methods should be considered with the allowance of the specifics of the investment projects. For example, the investments in dry ports imply not only the lump sum of financial inflows, but also the long-term payback periods. As a result, capital intensity and longevity of their construction determine the necessity from investors to ensure the return on investment (profitability), along with the rapid return on investment (liquidity), without precluding the fact that the stochastic nature of the project environment is hardly described by the formula-based approach. The current theoretical base for the economic appraisals of the dry port projects more often perceives net present value (NPV) as a technique superior to other decision-making criteria. For example, the portfolio theory, which considers different risk preference of an investor and structures of utility, defines net present value as a better criterion of project appraisal than discounted payback period (DPP). Meanwhile, in business practice, the DPP is more popular. Knowing that the NPV is based on the assumptions of certainty of project life, it cannot be an accurate appraisal approach alone to determine whether or not the project should be accepted for the approval in the environment that is not without of uncertainties. In order to reflect the period or the project’s useful life that is exposed to risks due to changes in political, operational, and financial factors, the second capital budgeting criterion – discounted payback period is profoundly important, particularly for the Russian environment. Those statements represent contradictions that exist in the theory and practice of the applied science. Therefore, it would be desirable to relax the assumptions of portfolio theory and regard DPP as not fewer relevant appraisal approach for the assessment of the investment and risk measure. At the same time, the rationality of the use of both project performance criteria depends on the methods and models, with the help of which these appraisal approaches are calculated in feasibility studies. The deterministic methods cannot ensure the required precision of the results, while the stochastic models guarantee the sufficient level of the accuracy and reliability of the obtained results, providing that the risks are properly identified, evaluated, and mitigated. Otherwise, the project performance indicators may not be confirmed during the phase of project realization. For instance, the economic and political instability can result in the undoing of hard-earned gains, leading to the need for the attraction of the additional finances for the project. The sources of the alternative investments, as well as supportive mitigation strategies, can be studied during the initial phases of project development. During this period, the effectiveness of the investments undertakings can also be improved by the inclusion of the various investors, e.g. Russian Railways’ enterprises and other private companies in the dry port projects. However, the evaluation of the effectiveness of the participation of different investors in the project lack the methods and models that would permit doing the particular feasibility study, foreseeing the quantitative characteristics of risks and their mitigation strategies, which can meet the tolerance of the investors to the risks. For this reason, the research proposes a combination of Monte Carlo method, discounted cash flow technique, the theory of real options, and portfolio theory via a system dynamics simulation approach. The use of this methodology allows for comprehensive risk management process of dry port development to cover all aspects of risk identification, risk evaluation, risk mitigation, risk monitoring, and control phases. A designed system dynamics model can be recommended for the decision-makers on the dry port projects that are financed via a public-private partnership. It permits investors to make a decision appraisal based on random variables of net present value and discounted payback period, depending on different risks factors, e.g. revenue risks, land acquisition risks, traffic volume risks, construction hazards, and political risks. In this case, the statistical mean is used for the explication of the expected value of the DPP and NPV; the standard deviation is proposed as a characteristic of risks, while the elasticity coefficient is applied for rating of risks. Additionally, the risk of failure of project investments and guaranteed recoupment of capital investment can be considered with the help of the model. On the whole, the application of these modern methods of simulation creates preconditions for the controlling of the process of dry port development, i.e. making managerial changes and identifying the most stable parameters that contribute to the optimal alternative scenarios of the project realization in the uncertain environment. System dynamics model allows analyzing the interactions in the most complex mechanism of risk management process of the dry ports development and making proposals for the improvement of the effectiveness of the investments via an estimation of different risk management strategies. For the comparison and ranking of these alternatives in their order of preference to the investor, the proposed indicators of the efficiency of the investments, concerning the NPV, DPP, and coefficient of variation, can be used. Thus, rational investors, who averse to taking increased risks unless they are compensated by the commensurate increase in the expected utility of a risky prospect of dry port development, can be guided by the deduced marginal utility of investments. It is computed on the ground of the results from the system dynamics model. In conclusion, the outlined theoretical and practical implications for the management of risks, which are the key characteristics of public-private partnerships, can help analysts and planning managers in budget decision-making, substantially alleviating the effect from various risks and avoiding unnecessary cost overruns in dry port projects.

Yritysvastuu osuuskaupan toimitusketjussa –Tapaustutkimus

Tämän tutkimuksen tavoitteena oli tarkastella, minkälainen merkitys yritysvastuulla on osuuskaupan toimitusketjussa. Case-yritykseksi valittiin Etelä-Karjalan osuuskauppa, joka on S-ryhmän yksi alueosuuskaupoista. Tutkimusmenetelmänä käytettiin puolistrukturoitua haastattelua, joka suoritettiin case-yrityksen paikallisille tavarantoimittajille joko puhelimitse tai sähköpostitse. Lisäksi analysoitiin S-ryhmän vuoden 2014 vastuuraportti, johon Etelä-Karjalan osuuskaupan yritysvastuuohjelma perustuu. Haastatteluihin pyydetyistä viidestä tavarantoimittajasta vain kaksi suostui haastateltavaksi. Yritysvastuuraportin analyysin perusteella S-ryhmä ja sen alueosuuskaupat pitävät toimitusketjun vastuullisuutta erittäin tärkeänä. Raportissa korostetaan tavarantoimittajan edellyttämistä rehelliseen ja vastuulliseen toimintaan sekä toimitusketjun tarkkaa tuntemista, jotta vastuullisuuden tasoa voidaan kehittää yhteisvoimin. Tavarantoimittajien haastattelujen perusteella toimittajayrityksissä harjoitetaan yritysvastuutoimintaa, mutta ei kuitenkaan tarkkaan tiedetä termin sisältöä, vaan toimitaan omien eettisten arvojen ja taloudellisten intressien perusteella. Molemmat haastateltavat totesivat, ettei osuuskauppa edellyttänyt tiettyä yritysvastuun tasoa, eikä varmentanut toimittajan vastuullisuutta. Tämän pienimuotoisen tapaustutkimuksen perusteella voi todeta, ettei Etelä-Karjalan osuuskauppa ole huomioinut yritysvastuuta tavarantoimitussopimuksia laatiessaan. Kyse voi olla joko siitä, ettei alueosuuskauppaa ole sitoutettu S-ryhmän vastuuohjelmaan tarpeeksi hyvin, tai että vastuuraportissa mainitut asiat huomioidaan vain globaaleissa toimitusketjuissa.

The Complexity of Safety Stock Placement in General-Network Supply Chains

We consider the optimization problem of safety stock placement in a supply chain, as formulated in [1]. We prove that this problem is NP-Hard for supply chains modeled as general acyclic networks. Thus, we do not expect to find a polynomial-time algorithm for safety stock placement for a general-network supply chain.

Planeación de ventas y operaciones para EMPACOR S.A.

En el presente trabajo realizado durante el primer semestre de 2011 como estudio basado en la compañía Empacor, buscamos encontrar oportunidades de mejora que permitieran conocer de que manera el uso de una eficiente planeación de ventas y operaciones puede permitirle a una organización compartir información y generar procesos de mejoramiento continuo que le permitan a lo largo de toda la cadena de valor, llevar a cabo procesos efectivos logrando satisfacer al cliente, equilibrando la demanda con el abastecimiento de la organización. Encontramos que a través de un mecanismo utilizado dentro de la organización como son los informes de reclamo se puede visualizar la situación de la compañía y de que manera la observan sus clientes, sin entrar a tener una relación directa con ellos, ya que lo mas importante dentro de cualquier intercambio de bienes y servicios es obtenerlos de la manera que les permita crear una ventaja competitiva y para la organización satisfacer la necesidad y obtener a cambio el valor comercial del producto para de esta manera continuar con su operación.

Tecnología RFID en Colombia, un negocio con muchas oportunidades

Este trabajo busca identificar y definir porque la tecnología RFID puede ser un buen negocio de oportunidad en el mercado Colombiano, cada vez esté, está más enfocado en generar procesos de mejora continua que produzcan eficiencia al interior de las organizaciones, actualmente el uso de la tecnología es una herramienta clave para que las organizaciones se mantengan a la vanguardia. Con base en el estudio vemos que la tecnología RFID, genera eficiencia en el flujo de la información, mejora el control de inventarios y genera seguridad en estos, además de la disminución en los procesos y operaciones, e incrementa la velocidad en la toma de decisiones, por otro lado existe un mercado a explotar que es el de los hoteles, en la medida en que estos pueden controlar sus inventarios de objetos como sabanas, cobijas, etc. Evitando perder estos productos por robos. Un problema de esta tecnología son los altos costos, que impiden que empresas medianas y pequeñas puedan invertir en estos procesos.