Kumppanuusohjelman strateginen johtaminen - Monitapaustutkimus puolustushallinnossa

Puolustushallinnossa syntyi 2000-luvun alussa strateginen aie keskittyä ydintoimintoihin, ulkoistaa pääosa tukitoiminnoista ja saavuttaa kustannussäästöjä, jotka voitaisiin kohdentaa ydintoimintoihin. Puolustusministeriö perusti ulkoistamisen hallinnoimiseksi kumppanuusohjelman, mihin kuului lähes alusta alkaen kuusi hanketta, jotka ovat nyt toteuttamisvaiheessa. Näistä valittiin neljä tähän tutkimukseen: maavoimien materiaalin kunnossapito, puolustusvoimien ruokahuolto, puolustusvoimien vaatetushuolto ja puolustushallinnon talous- ja henkilöstöhallinto. Kumppanuusohjelman strategisen johtamisen tutkimus perustuupuolustusministeriön ja puolustusvoimien asiakirja-aineistoihin sekä puolustushallinnon ylimmän johdon ja hankejohtajien haastatteluihin. Kumppanuusohjelmaa ja -hankkeita on seurattu vuodesta 2000 vuoden 2010 kevääseen asti. Tarkastelu kohdistuu strategiaprosessiin ja strategian sisältöön ”puolustushallinnon konsernissa”, johon kuuluvat tässä tutkimuksessa puolustusministeriö, pääesikunta ja puolustushaarat. Tutkimuksen tulokset tukevat viitekehyksessä esitettyjä näkökohtia. Laajan kumppanuusohjelman hallinta edellyttää hyvää strategisen johtamisen otetta. Selkeät päämäärät ja tavoitteet luovat perustan strategiaprosessille. Kumppanuusohjelman strategia muotoutui tarkastelujakson aikana niin strategiaprosessien kuin strategian sisällön suhteen. Toimiva ohjausjärjestelmä on puolustushallinnon avaintoimintoja strategisessa johtamisessa. Resurssiperusteinen strategia osoittautui tärkeäksi ulkoistamisissa ja sosiaalinen pääoma, erityisesti yhteisymmärrys osoittautui tärkeäksi tekijäksi konsernijohtamisessa. Kumppanuusohjelman strategisen johtamisen toimivuuden kehittämiseksi kartoitettiin tekijöitä, jotka muodostuivat tehokkaan strategisen johtamisen esteiksi. Esteitä kartoitettiin kumppanuusohjelmasta ja -hankkeista. Tutkimuksen tärkein kontribuutio kohdistuu strategisen johtamisen kehittämiseen. Se on mahdollista hankkimalla konsernin johtotasoilla yhteisymmärryskehittämisohjelmasta ennen ohjelman käynnistämistä, ottamalla huomioon strategisen johtamisen perusteet, ottamalla käyttöön jatkuva strategiaprosessi ja turvaamalla riittävä osaaminen kumppanuusohjelmassa ja -hankkeissa.

Terveyskaupan erikoisliikkeen menestystarina: strategia ja houkuttelevuus yritysostajan perspektiivistä

Tutkielman tavoitteena on tiivistetysti edesauttaa Lappeenrannan Lifeterveyskaupan yritysmyyntiprosessia kuvailemalla kohdeyrityksen strategiaa, menestystekijöitä ja houkuttelevuutta yritysostajan näkökulma huomioiden siten, että niiden hahmottaminen ja omaksuminen helpottuu yritysostajalle. Tutkielman sisältöä voidaan hyödyntää yritysmyyntiprosessissa sellaisenaan tai tarpeen mukaan muunneltuna. Tutkielma on kvalitatiivinen tapaustutkimus, joka sisältää piirteitä käsite- ja toiminta-analyyttisestä sekä osin nomoteettisesta tutkimusotteesta. Aineisto kerättiin puolistrukturoiduilla teemahaastatteluilla. Kohdeyrityksen strategia on asiakaslähtöinen. Perusstrategia kohdeyrityksessä on riippuvainen kilpailijakontekstista, mutta useimmissa tapauksissa kilpailuetu perustuu differointiin. Suurena terveyskaupan erikoisliikkeenä voidaan hyödyntää myös suuruuden ekonomiaa. Yrityksen toiminta on alalle fokusoitua. Life-terveyskauppaketjuun kuuluminen ja erinomainen liiketilan sijainti ovat olleet tärkeitä tekijöitä menestyksessä. Runsas mainonta, suuri neuvotteluvoima toimittajiin nähden, tuoteportfolion hallinta, osaava henkilöstö ja hyvät sopimusehdot ovat edesauttaneet menestystä. Venäjä-potentiaali Lappeenrannassa on suuri. Markkina-asema on talousaseman ohella erinomainen ja hyödyksi sekä yritykselle että yritysostajalle.

Projektinhallintaprosessin suorituskykymittariston kehittäminen

Yritysten toimintaympäristöjen muuttuminen, organisaatioiden rajojen hämärtyminen ja aineettoman pääoman merkityksen korostuminen vaikeuttavat sekä onnistuneen strategian luontia, että sen toteuttamista. Strategisten mittausjärjestelmien avulla pyritään kehittämään ja varmistamaan strategian toteutuminen liiketoiminnassa. Parhaimmillaan hyvä mittaristo kertoo mitkä ovat yrityksen strategiset tavoitteet ja mihin yritys tulevaisuudessa haluaa panostaa. Suorituskyvyn mittaamisessa on perinteisesti keskitytty taloudellisiin mittareihin. Taloudelliset luvut ovat usein menneeseen viittaavia seuraustekijöitä, ei tulevaisuuteen katsovia mittareita. Tämän tutkimuksen tavoitteena oli projektiliiketoimintaa harjoittavan yrityksen projektinhallintaprosessin suorituskykymittariston kehittäminen. Tavoitteena oli rakentaa projektinhallintaprosessille tasapainoinen suorituskykymittaristo, joka ottaa huomioon myös aineettoman pääoman. Tutkimuksen tutkimusote oli toimintaanalyyttinen, jonka lisäksi tutkimus sisältää konstruktiivisen ja kvalitatiivisen tutkimusotteen piirteitä. Tutkimuksen tuloksia arvioitaessa havaitaan, että valitut mittarit ovat kiinteästi sidoksissa projektinhallintaprosessin kriittisiin menestystekijöihin. Kriittiset menestystekijät puolestaan valittiin tunnistetuista menestystekijöistä, jotka määriteltiin yrityksen strategiaan ja visioon perustuen. Mittariston tasapainoisuus näkyy aineettoman ja aineellisen pääoman mittareiden välillä kattaen samalla tasapainon ennakoivien ja seurausmittareiden kesken. Haasteellisinta oli projektinhallintaprosessin aineettoman pääoman mittaaminen, jota ei aikaisemmin ole mitattu. Aineettoman pääoman mittaaminen tasapainoisen mittariston viitekehyksessä on mahdollista, mutta vaatii organisaation ymmärryksen miksi aineetonta pääomaa mitataan ja miten se vaikuttaa kokonaisvaltaiseen suorituskykyyn.

Software Test Process Development

In this thesis, the components important for testing work and organisational test process are identified and analysed. This work focuses on the testing activities in reallife software organisations, identifying the important test process components, observing testing work in practice, and analysing how the organisational test process could be developed. Software professionals from 14 different software organisations were interviewed to collect data on organisational test process and testing‐related factors. Moreover, additional data on organisational aspects was collected with a survey conducted on 31 organisations. This data was further analysed with the Grounded Theory method to identify the important test process components, and to observe how real‐life test organisations develop their testing activities. The results indicate that the test management at the project level is an important factor; the organisations do have sufficient test resources available, but they are not necessarily applied efficiently. In addition, organisations in general are reactive; they develop their process mainly to correct problems, not to enhance their efficiency or output quality. The results of this study allows organisations to have a better understanding of the test processes, and develop towards better practices and a culture of preventing problems, not reacting to them.

On the impact of rigorous approaches on the quality of development

Software systems are expanding and becoming increasingly present in everyday activities. The constantly evolving society demands that they deliver more functionality, are easy to use and work as expected. All these challenges increase the size and complexity of a system. People may not be aware of a presence of a software system, until it malfunctions or even fails to perform. The concept of being able to depend on the software is particularly significant when it comes to the critical systems. At this point quality of a system is regarded as an essential issue, since any deficiencies may lead to considerable money loss or life endangerment. Traditional development methods may not ensure a sufficiently high level of quality. Formal methods, on the other hand, allow us to achieve a high level of rigour and can be applied to develop a complete system or only a critical part of it. Such techniques, applied during system development starting at early design stages, increase the likelihood of obtaining a system that works as required. However, formal methods are sometimes considered difficult to utilise in traditional developments. Therefore, it is important to make them more accessible and reduce the gap between the formal and traditional development methods. This thesis explores the usability of rigorous approaches by giving an insight into formal designs with the use of graphical notation. The understandability of formal modelling is increased due to a compact representation of the development and related design decisions. The central objective of the thesis is to investigate the impact that rigorous approaches have on quality of developments. This means that it is necessary to establish certain techniques for evaluation of rigorous developments. Since we are studying various development settings and methods, specific measurement plans and a set of metrics need to be created for each setting. Our goal is to provide methods for collecting data and record evidence of the applicability of rigorous approaches. This would support the organisations in making decisions about integration of formal methods into their development processes. It is important to control the software development, especially in its initial stages. Therefore, we focus on the specification and modelling phases, as well as related artefacts, e.g. models. These have significant influence on the quality of a final system. Since application of formal methods may increase the complexity of a system, it may impact its maintainability, and thus quality. Our goal is to leverage quality of a system via metrics and measurements, as well as generic refinement patterns, which are applied to a model and a specification. We argue that they can facilitate the process of creating software systems, by e.g. controlling complexity and providing the modelling guidelines. Moreover, we find them as additional mechanisms for quality control and improvement, also for rigorous approaches. The main contribution of this thesis is to provide the metrics and measurements that help in assessing the impact of rigorous approaches on developments. We establish the techniques for the evaluation of certain aspects of quality, which are based on structural, syntactical and process related characteristics of an early-stage development artefacts, i.e. specifications and models. The presented approaches are applied to various case studies. The results of the investigation are juxtaposed with the perception of domain experts. It is our aspiration to promote measurements as an indispensable part of quality control process and a strategy towards the quality improvement.

Teknologiasta liiketoimintaa. Julkisen tutkimuksen kaupallistaminen - Case VTT

Tässä tutkielmassa perehdyttiin julkisen tutkimuksen kaupallistamiseen tutkimusorganisaatio VTT:n tapauksen kautta. Tutkimuksen tavoitteena oli selvittää, kuinka julkista tutkimusta voidaan yleensä kaupallistaa, mitkä ovat kaupallistamisprosessin vaiheet, haasteet sekä kriittiset onnistumistekijät. Tutkimus on luonteeltaan laadullinen ja se toteutettiin henkilöhaastatteluina, joita täydennettiin kirjallisilla lähteillä. Tutkimuksessa ilmeni, että VTT:llä julkisrahoitteisen tutkimuksen tuloksia kaupallistetaan lisensoimalla, toimeksianto- eli sopimustutkimuksen kautta, spin-off toimilla, allianssien ja erilaisten palvelujen, kuten valmistus-, testaus-, ja analyysipalvelujen kautta. VTT:n näkökulmasta katsottuna merkittävin kaupallistamiskanava on sopimus- eli toimeksiantotutkimus, jota seuraavat lisensointi sekä spin-off toiminta. Kaupallistamistavan valinta riippuu lukuisista tekijöistä, kuten organisaation kaupallistamisstrategiasta, innovaatiotyypistä, teknologian kypsyydestä, tiedon luonteesta, toimialojen ja markkinoiden ominaisuuksista, innovaation hyödynnettävyydestä ja suojauksesta, arvonmuodostuspotentiaalista kuin yksittäisten henkilöiden motivaatiostakin.Valinta onkin tehtävä tapauskohtaisesti. Julkisesta tutkimuksesta lähtöisin olevien teknologioiden tie markkinoille voi olla haastava, sillä teknologiat ovat kehitetty ei-kaupallisessa ympäristössä. Tutkimuksessa kävi ilmi, että kriittisimmiksi koetut kaupallistamisen onnistumistekijät liittyivät organisaatioon, teknologiaan, markkina- ja asiakastarpeeseen, aineettoman omaisuuden suojaukseen sekä markkinoille menon nopeuteen.

Corporate Social Responsibility in the Oil and Gas Industry: Environmental Management Systems as a Source of Sustainable Development

The environmental aspect of corporate social responsibility (CSR) expressed through the process of the EMS implementation in the oil and gas companies is identified as the main subject of this research. In the theoretical part, the basic attention is paid to justification of a link between CSR and environmental management. The achievement of sustainable competitive advantage as a result of environmental capital growth and inclusion of the socially responsible activities in the corporate strategy is another issue that is of special significance here. Besides, two basic forms of environmental management systems (environmental decision support systems and environmental information management systems) are explored and their role in effective stakeholder interaction is tackled. The most crucial benefits of EMS are also analyzed to underline its importance as a source of sustainable development. Further research is based on the survey of 51 sampled oil and gas companies (both publicly owned and state owned ones) originated from different countries all over the world and providing reports on sustainability issues in the open access. To analyze their approach to sustainable development, a specifically designed evaluation matrix with 37 indicators developed in accordance with the General Reporting Initiative (GRI) guidelines for non-financial reporting was prepared. Additionally, the quality of environmental information disclosure was measured on the basis of a quality – quantity matrix. According to results of research, oil and gas companies prefer implementing reactive measures to the costly and knowledge-intensive proactive techniques for elimination of the negative environmental impacts. Besides, it was identified that the environmental performance disclosure is mostly rather limited, so that the quality of non-financial reporting can be judged as quite insufficient. In spite of the fact that most of the oil and gas companies in the sample claim the EMS to be embedded currently in their structure, they often do not provide any details for the process of their implementation. As a potential for the further development of EMS, author mentions possible integration of their different forms in a single entity, extension of existing structure on the basis of consolidation of the structural and strategic precautions as well as development of a unified certification standard instead of several ones that exist today in order to enhance control on the EMS implementation.

Immigration Strategy for Northern Ostrobothnia 2015

A strategy process was completed in the ESF project “Promotion of Work-related Immigration”, which was implemented at Centre for Economic Development, Transport and the Environment for North Ostrobothnia, and an immigration strategy was drawn up for Northern Ostrobothnia on the basis of the process. Information was collected about the situation in Northern Ostrobothnia from the point of view of immigration and the future availability of labour. The intention was to use the information as background material for the strategy. Employers’ need for support in recruiting foreign labour was investigated with a broad inquiry, to which 1000 respondents replied. The strategy process was carried out together with an outside consultant (Net Effect Oy) by arranging three workshops and a seminar where the workshop results were summarised. A large number of companies, authorities, municipalities, associations, project actors and immigrants engaged in immigration issues participated in the workshops. The draft strategy is based on their experiences about immigration and on statistical data, background inquiries and surveys. To ensure the accuracy of the draft strategy, comments were requested from several parties and received from 64 organisations. The core of the immigration strategy consists of an initial analysis, values, a vision and priorities. The strategy is composed of three priorities. The key aim of the priority Internationalisation and Supporting Diversity is to support diversity in schools, workplaces and people’s everyday lives e.g. through attitude development and by promoting internationalisation in companies and education institutions. The aim of the priority Supporting Entrepreneurship and Recruiting Foreign Labour is to promote entrepreneurship among immigrants and the recruitment of foreign labour and to develop the forecasting of educational needs. The priority Developing Integration Services, Regional Cooperation and Networks, in turn, seeks to develop the service structure and policies of immigrant integration and to increase cooperation and exchange of information between regional actors engaged in integration issues. The aim is to use the strategy as a guideline document for immigration issues in Northern Ostrobothnia. The strategy is used to coordinate the existing organisations and operations dealing with immigration issues. In addition, it contains a future-oriented focus and underlines the management of new immigration projects and operations. The main party responsible for the implementation of the strategy is the Immigration Committee. In addition, responsible parties have been assigned to each measure. The implementation of the immigration strategy will be monitored annually on the basis of indicators.

De-escalation of commitment management strategy in IT project management methodology: case of ERP implementation project by IT consulting company

According to several surveys and observations, the percentage of successfully conducted IT projects without over-budgeting and delays in time schedule are extremely low. Many projects also are evaluated as failures in terms of delivered functionality. Nuldén (1996) compares IT projects with bad movies; after watching for 2 hours, one still tries to finish it even though one understands that it is a complete waste of time. The argument for that is 'I've already invested too much time to terminate it now'. The same happens with IT projects: sometimes the company continues wasting money on these projects for a long time, even though there are no expected benefits from these projects. Eventually these projects are terminated anyway, but until this moment, the company spends a lot. The situation described above is a consequence of “escalation of commitment” - project continuation even after a manager receives negative feedback of the project’s success probability. According to Keil and Mähring (2010), even though escalation can occur in any type of project, it is more common among complex technological projects, such as IT projects. Escalation of commitment very often results in runaway projects. In order to avoid it, managers use de-escalation strategies, which allow the resources to be used in more effective. These strategies lead to project termination or turning around, which stops the flow of wasted investments. Numbers of researches explore escalation of commitment phenomena based on experiments and business cases. Moreover, during the last decade several frameworks were proposed for de-escalation strategy. However, there is no evidence of successful implementation of the de-escalation of commitment strategy in the literature. In addition, despite that fact that IT project management methodologies are widely used in the companies, none of them cover the topic of escalation of commitment risks. At the same time, there are no researches proposing the way to implement de-escalation of commitment strategy into the existing project management methodology The research is focused on a single case of large ERP implementation project by the consulting company. Hence, the main deliverables of the study include suggestions of improvement in de-escalation methods and techniques in the project and in the company. Moreover, the way to implement these methods into existing project management methodology and into the company general policies is found.

Intellectual Property Protection in China in the Cases of Outsourcing and own Manufacturing

The intellectual property (IP) environment in China is still very immature. There are several problems in legal, political, economic, social-cultural, competitive and labor environment which have hindered IP legal enforcement. Under such circumstances, IP misappropriation is a major concern especially for foreign small and medium-sized enterprises (SMEs) doing business in China. These circumstances require foreign companies, no matter whether they are multinational corporations (MNCs) or SMEs and have own manufacturing in China or not, to take strong IP actions. Therefore, the purpose of this study is to discuss how IP can be protected in China in the case of outsourcing and in the case of own manufacturing. The comparison will consider the process of outsourcing and own manufacturing consisting two stages: preparation stage and operation stage. In order to clarify the conceptual arguments, two illustrative case studies were studied. The case data bases on two semi-structured interviews of the managing directors, field notes and archival data. The findings propose that attention in IP protection should be given to following issues: integrating IP strategy into the company’s business strategy, protecting the most critical knowledge, regarding IP steps as a whole in the protection mechanism and making IP strategy as proactive as possible. The major difference between outsourcing and own manufacturing in IP protection is in the operation stage. Besides, the findings also provide managerial advice on IP protection, e.g. foreign managers should be prepared for IP risks in China, they should establish an own IP protection mechanism which matches the company’s situation and they should consider IP protection as an on-going process.

Strategic external deployment of intellectual assets

Globalization, pervasiveness of technology and ICT, and the buildup of information societies and policies have lead to a growing abundance of knowledge and highly educated labour supply that is distributed widely. These changes have shifted the foundation of competitiveness to valuable knowledge resources which are now distributed widely across the globe, across actors in the value chain and across educated individuals in multiple organizations. Against this backdrop, the paradigm of open innovation (OI) has emerged as a new response to managing the increased amount of boundary-spanning knowledge flows in and out of the innovation process. The outbound mode of open innovation, that is to say the external exploitation of knowledge assets outside of the firm’s own products and services, has been the less-researched aspect of the concept and so far typically seen as concerning the outlicensing of unused technological assets to generate additional revenue. Given that open innovation is essentially a framework for the holistic structuring and management of crossboundary knowledge flows to improve a firm’s innovative performance, a close integration to corporate strategy seems imperative in order to fully benefit from it. Integrating open innovation to strategy leads to elevating its role from a fringe activity to a central innovation management issue that needs to be systematically managed. Building a structure that allows effective management necessitates linking open innovation activities to each phase of the innovation process. Previously, the connection between outbound OI and the earlier stages of innovation has not been studied. The thesis finds that connecting outbound OI to the entire innovation process of the firm, including the fuzzy front end of innovation, is critical for attaining strategic objectives and to the successful implementation and management of the activity. The practical purpose for the research is to enable companies to fully utilize their potential for outbound open innovation and to be able to implement and manage it from a strategic standpoint.

The Impact of National Innovation System on Entrepreneurial Venture Creation Process

The important role of entrepreneurship in countries’ economic development and overall society well-being is widely recognized by researchers, experts as well as policy makers. Every phase of the process of starting a new business is related to the interaction with at least one player of country innovation system and therefore the efficiency of this interaction may have an influence on the success of whole entrepreneurial process and consequently on the willingness of potential entrepreneurs to engage into this process. The study proposes a System Dynamics model for studying the impact of National Innovation System (NIS) on the entrepreneurial venture creation process. The developed model also takes country population aspect into account and provides results for estimation the effect various demographic tendencies on the process performance. The special impact is made on possible ways to facilitate the development of entrepreneurial framework conditions. Business incubators are seen as one of the effective tool for accomplishing such task. The study also provides the result for estimation of possible impact arising from properly functioned Business Incubators.

The Anchoring Bias of Investors and the 52-Week High Momentum Strategy in the OMX Helsinki Stock Exchange: Psychological Approach to Market Efficiency

The behavioural finance literature expects systematic and significant deviations from efficiency to persist in securities markets due to behavioural and cognitive biases of investors. These behavioural models attempt to explain the coexistence of intermediate-term momentum and long-term reversals in stock returns based on the systematic violations of rational behaviour of investors. The study investigates the anchoring bias of investors and the profitability of the 52-week momentum strategy (GH henceforward). The relatively highly volatile OMX Helsinki stock exchange is a suitable market for examining the momentum effect, since international investors tend to realise their positions first from the furthest security markets by the time of market turbulence. Empirical data is collected from Thomson Reuters Datastream and the OMX Nordic website. The objective of the study is to provide a throughout research by formulating a self-financing GH momentum portfolio. First, the seasonality of the strategy is examined by taking the January effect into account and researching abnormal returns in long-term. The results indicate that the GH strategy is subject to significantly negative revenues in January, but the strategy is not prone to reversals in long-term. Then the predictive proxies of momentum returns are investigated in terms of acquisition prices and 52-week high statistics as anchors. The results show that the acquisition prices do not have explanatory power over the GH strategy’s abnormal returns. Finally, the efficacy of the GH strategy is examined after taking transaction costs into account, finding that the robust abnormal returns remain statistically significant despite the transaction costs. As a conclusion, the relative distance between a stock’s current price and its 52-week high statistic explains the profits of momentum investing to a high degree. The results indicate that intermediateterm momentum and long-term reversals are separate phenomena. This presents a challenge to current behavioural theories, which model these aspects of stock returns as subsequent components of how securities markets respond to relevant information.

Acquisition target selection of a serial acquirer : case KONE Oyj

Acquisitions are a way for a company to grow, enter new geographical areas, buy out competition or diversify. Acquisitions have recently grown in both size and value. Despite of this, only approximately 25 percent of acquisitions reach their targets and goals. Companies making serial acquisitions seem to be exceptionally successful and succeed in the majority of their acquisitions. The main research question this study aims to answer is: “What issues impact the selection of acquired companies from the point of view of a serial acquirer? The main research question is answered through three sub questions: “What is a buying process for a serial acquirer like?”, “What are the motives for a serial acquirer to buy companies?” and “What is the connection between company strategy and serial acquisitions?”. The case company KONE is a globally operating company which mainly produces and maintains elevators and escalators. Its headquarter is located in Helsinki, Finland. The company has a long history of making acquisitions and does 20- 30 acquisitions a year. By a key person interview, the acquisition process of the case company is compared with the literature about successful serial acquirers. The acquisition motives in this case are reflected upon three of the acquisition motive theories by Trautwein: efficiency theory, monopoly theory and valuation theory. The linkage between serial acquisitions and company strategy is studied through the key person interview. The main research findings are that the acquisition process of KONE is compatible with a successful acquisition process recognized in literature (RAID). This study confirms the efficiency theory as an acquisition motive and more closely the operational synergies. The monopoly theory can only vaguely be supported by this study, but cannot be totally rejected because of the structure of the industry. The valuation theory does not get any support in this study and can therefore be rejected. The linkage between company strategy and serial acquisitions is obvious and making acquisitions can be seen as growth strategy and a part of other company strategies.

A simulation model of the optimal maintenance strategy: conceptual agent-based approach

In this Master’s thesis agent-based modeling has been used to analyze maintenance strategy related phenomena. The main research question that has been answered was: what does the agent-based model made for this study tell us about how different maintenance strategy decisions affect profitability of equipment owners and maintenance service providers? Thus, the main outcome of this study is an analysis of how profitability can be increased in industrial maintenance context. To answer that question, first, a literature review of maintenance strategy, agent-based modeling and maintenance modeling and optimization was conducted. This review provided the basis for making the agent-based model. Making the model followed a standard simulation modeling procedure. With the simulation results from the agent-based model the research question was answered. Specifically, the results of the modeling and this study are: (1) optimizing the point in which a machine is maintained increases profitability for the owner of the machine and also the maintainer with certain conditions; (2) time-based pricing of maintenance services leads to a zero-sum game between the parties; (3) value-based pricing of maintenance services leads to a win-win game between the parties, if the owners of the machines share a substantial amount of their value to the maintainers; and (4) error in machine condition measurement is a critical parameter to optimizing maintenance strategy, and there is real systemic value in having more accurate machine condition measurement systems.