Managing Complex Projects in Multi-Project Environments." C

Total Page:16

File Type:pdf, Size:1020Kb

Managing Complex Projects in Multi-Project Environments. Eindhoven University of Technology MASTER Managing project complexity developing tools for practice through design science research Swinkels, E. Award date: 2016 Link to publication Disclaimer This document contains a student thesis (bachelor's or master's), as authored by a student at Eindhoven University of Technology. Student theses are made available in the TU/e repository upon obtaining the required degree. The grade received is not published on the document as presented in the repository. The required complexity or quality of research of student theses may vary by program, and the required minimum study period may vary in duration. General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of accessing publications that users recognise and abide by the legal requirements associated with these rights. • Users may download and print one copy of any publication from the public portal for the purpose of private study or research. • You may not further distribute the material or use it for any profit-making activity or commercial gain Eindhoven, August 2016 Managing Project Complexity: Developing tools for practice through design science research. By Erwin Swinkels Bachelor Mechanical Engineering (2012) Student identity number: 0761980 In partial fulfilment of the requirements for the degree of Master of Science In Innovation Management Supervisors: Dr. ir. B. Walrave, TU/e, ITEM Dr. A.A. Alblas, TU/e, ITEM Ing. A. Haverkort, Company X TUE. School of Industrial Engineering Series Master Thesis Innovation Management Subject headings: systems theory, complexity theory, uncertainty, ambiguity, project management, complexity management, project development, project performance, case study, design science research, theory building ii Abstract Within the field of project management, researchers have continuously searched for improved methods to successfully deliver challenging projects. As projects have become larger and more elaborate, planning for the many potential uncertainties within a project has become increasingly more difficult. By considering the relationships between risk, uncertainty and complexity, a set of project management tools are proposed that provide a more comprehensive understanding of the particular challenges of complex projects. Complex projects face two major challenges. First of all, complexity induces unpredictable behavior in the project. When parts of the project are uncertain, the overall uncertainty of the project multiplies as different parts of the project interact. Secondly, complexity limits the ability of stakeholders to foresee and manage the project. While project managers and team members utilize tools such as project plans, schedules, work packages and task descriptions to break down the project into more easily understandable parts, it is likely that at some point particular interactions between parts of the project are ignored or simply not noticed. A project can become so large that it is effectively impossible for a single project member to understand all the detailed interactions between the many parts of the project. The combined challenge of project complexity is thus that the project itself is less predictable; and that it is more difficult for stakeholders to understand the project in its entirety in order to manage the project correctly. Project complexity can be managed by either removing the sources of complexity or by reducing their impact. However, the first response should be the active selection of complex projects. A second response to manage the inherent project complexity is to consider the project staffing. Project complexity stems from the collective behavior of the project system. It is therefore useful to consider the effects of different project management approaches on the project system as a whole. The initial phases of a project are typically dedicated to the exploration of the project scope and the development of an appropriate project structure. Effectively, the project complexity is inherently designed into the project as a result of the project’s definition. Due to the sensitivity of the project system to its initial conditions, the most effective method to manipulate the project complexity is to consciously design the project such that the initial project complexity is in line with the desired project complexity. iii Preface Having spent the last year working on this master thesis project, it feels good to write this chapter and finally finish up both my report and my masters study. To spare both you from reading more text, and me from writing it, I figured I’d try to get to the point quickly. In hindsight the scope of the thesis might have been a bit ambitious, but it was a great joy and challenge to dive down the rabbit hole that is the study of complexity. I spent a considerable time studying various streams of literature, which over time certainly took its toll on me. The continuous support of my supervisors, friends and family was always a great source of both motivation and inspiration, and as such it appears more than appropriate to take a moment to thank the many people that helped me. Since the first meetings I had with my first supervisor, dr. Bob Walrave, I was given freedom were desired and support were needed to conduct my master thesis project. I feel lucky for the many discussion sessions we had together with my company supervisor, Andre Haverkort, which always resulted in new insights and were a great source of motivation. Additionally I would like to thank Madis Talmar for his involvement and help in the early phases of my project, and for introducing me to Andre in the first place. I would also like to thank dr. Alex Albas, my second supervisor, whose insights and critics were always a valuable source of feedback on my work. I would furthermore like to thank my parents, my brother and my friends for their continuous support; but also primarily their often much needed distractions to keep me sane. Finally, I would like to thank my cats for not deleting my working during the many times they walked over my keyboard while I was working. Erwin Swinkels Eindhoven, August 2016 iv Management summary Within the field of project management, researchers have continuously searched for improved methods to successfully deliver challenging projects. As projects have become larger and more elaborate, planning for the many potential uncertainties within a project has become increasingly more difficult. By considering the relationships between risk, uncertainty and complexity the project team may be able to expose the fundamental causes of potential problems earlier in the project lifecycle. Complex projects face high levels of both uncertainty and ambiguity. Complexity management considers how the different parts of a project interact and how these interactions should be managed such that the project can embrace the opportunities resulting from the complexity while limiting the risks. Complex projects face two major challenges; 1. Project Complexity induces unpredictable behavior in the project. The more complex a project is, the more connections exist between the different elements. When one element is uncertain, it is likely that the connected elements will also become more uncertain. As more elements interact, the behavior of the project becomes less and less predictable. 2. Project Complexity induces ambiguity (a lack of clarity) which limits the ability of stakeholders to foresee and manage the project. While project managers and team members utilize tools such as project schedules, work packages and task descriptions to break down the project into more easily understandable parts, it is likely that at some point particular interactions between parts of the project are ignored or simply not noticed. A project can become so large that it is effectively impossible for a single project member to understand all the detailed interactions between the many parts of the project. The combined challenge of project complexity is thus that the project itself is less predictable; and that it is more difficult for stakeholders to understand the project in its entirety in order to manage the project correctly. Managing project complexity requires more than a single strategy. The initial phases of a project are typically dedicated to the exploration of the project scope and the development of an appropriate project structure. A project’s complexity results from the project composition, as such, the project complexity is inherently designed into the project as a result of the project’s definition. The most effective method to manipulate the project complexity is to consciously design the project such that the initial project complexity is in line with the desired project complexity. While simply put, the project complexity can be managed by either removing the sources of complexity or by reducing their impact, several strategies may be considered; 1. The active selection of complex projects. By estimating a project’s complexity before taking on a particular project, the fit between the project and the organization can be considered. When a mismatch occurs, the organization should deliberately decide to either proactively change the project’s composition, kill the project or to continue as planned while consciously accepting the inherent risk of the project. 2. The selection of appropriately skilled project staff. When a project is particularly
Recommended publications
  • Complexity Management in the Semiconductor Supply Chain and Manufacturing Using PROS Analysis Can Sun, Thomas Rose, Hans Ehm, Stefan Heilmayer
    Complexity Management in the Semiconductor Supply Chain and Manufacturing Using PROS Analysis Can Sun, Thomas Rose, Hans Ehm, Stefan Heilmayer To cite this version: Can Sun, Thomas Rose, Hans Ehm, Stefan Heilmayer. Complexity Management in the Semiconductor Supply Chain and Manufacturing Using PROS Analysis. 16th International Conference on Informatics and Semiotics in Organisations (ICISO), Mar 2015, Toulouse, France. pp.166-175, 10.1007/978-3-319- 16274-4_17. hal-01324975 HAL Id: hal-01324975 https://hal.inria.fr/hal-01324975 Submitted on 1 Jun 2016 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. Distributed under a Creative Commons Attribution| 4.0 International License Complexity Management in the Semiconductor Supply Chain and Manufacturing Using PROS Analysis Can Sun1, 2, Thomas Rose1, 3, Hans Ehm2, Stefan Heilmayer2 1 RWTH Aachen University, Templergraben 55, 52062 Aachen, Germany 2 Infineon Technologies AG, Am Campeon 1-12, 85579 Neubiberg, Germany 3 Fraunhofer FIT, Schloss Birlinghoven, 53754 Sankt Augustin, Germany {Can.Sun, Hans.Ehm, Stefan.Heilmayer}@infineon.com [email protected] Abstract. Supply chain complexity is a rising problem, especially in the semi- conductor industry. Many innovative activities occur in the daily supply chain and manufacturing, and these changes inevitably bring in the complexities to the organization.
    [Show full text]
  • Complexity Management for Projects, Programmes, and Portfolios: an Engineering Systems Perspective
    Downloaded from orbit.dtu.dk on: Sep 26, 2021 Complexity Management for Projects, Programmes, and Portfolios: An Engineering Systems Perspective Oehmen, Josef; Thuesen, Christian; Parraguez, Pedro ; Geraldi, Joana Publication date: 2015 Document Version Publisher's PDF, also known as Version of record Link back to DTU Orbit Citation (APA): Oehmen, J., Thuesen, C., Parraguez, P., & Geraldi, J. (2015). Complexity Management for Projects, Programmes, and Portfolios: An Engineering Systems Perspective. Project Management Institute, PMI. PMI White Paper General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of accessing publications that users recognise and abide by the legal requirements associated with these rights. Users may download and print one copy of any publication from the public portal for the purpose of private study or research. You may not further distribute the material or use it for any profit-making activity or commercial gain You may freely distribute the URL identifying the publication in the public portal If you believe that this document breaches copyright please contact us providing details, and we will remove access to the work immediately and investigate your claim. WHITE PAPER Complexity Management for Projects, Programmes, and Portfolios: An Engineering Systems Perspective By Josef Oehmen, Christian Thuesen, Pedro Parraguez Ruiz, and Joana Geraldi Complexity Management for Projects, Programmes,
    [Show full text]
  • Supply Chain Complexity – Dealing with a Dynamic System
    MANAGEMENT Supply Chain Complexity – Dealing with a Dynamic System By Zohar Yami, Golan Meltser and Rotem Greener Examining how to prevent, reduce and manage the increasing degree of complexity in supply chain What is our first reaction when we hear about An intricately structured and variable supply chain complexity? If we are honest, the system term often conjures up negative connotations Highly sensitive in its adjustment to and our gut feeling is that this is something to the initial conditions or to even minor be avoided or neutralized where possible. But changes, creating a vast number of what is really behind the mask? development possibilities A large collection of interacting In order to understand what supply chain components complexity means, let us first examine the Difficult to understand or examine due to word “complexity”. its design and/or operations A system in process, changing and Complexity describes a system of multiple developing over time parts, interconnected in a non-linear style. In non-formal terms, complexity is: 18 Tefen Tribune | Spring Issue, 2010 MANAGEMENT Supply chain complexity is therefore a system with a broad range of variations. A typical example would be a globally operating corpo- ration with multiple production sites, all of which are in contact with numerous distribution centers worldwide, supplying thousands of end points. In an attempt to further examine this dynamic form of business, PRTM launched the 2006 Supply Chain Complexity Study in conjunction with the Supply Chain Council and the MIT Supply Chain Strategy newsletter. The objective of this study was to help companies understand the impact that supply chain complexity has across their supply chains, and to illustrate the measures taken by leading firms to gain an enhanced operational edge in their industries.
    [Show full text]
  • Evaluation of Complexity Management Systems – Systematical and Maturity-Based Approach
    Available online at www.sciencedirect.com ScienceDirect Procedia CIRP 17 ( 2014 ) 224 – 229 Variety Management in Manufacturing. Proceedings of the 47th CIRP Conference on Manufacturing Systems Evaluation of Complexity Management Systems – Systematical and Maturity-Based Approach Andreas Klutha*, Jens Jägera, Anja Schatza, Thomas Bauernhansla,b a Fraunhofer Institute for Manufacturing Engineering and Automation - IPA, Nobelstraße 12, 70569 Stuttgart, Germany bInstitute of Industrial Manufacturing and Management – IFF, University of Stuttgart Nobelstraße 12, 70569 Stuttgart, Germany * Corresponding author. Tel.: +49-711-970-1942; fax: +49-711-970-1927. E-mail address: [email protected]. Abstract The way to deal with the strongly increasing complexity of the company itself and its environment has become a key competitive factor. The complexity within a production company is characterized by the challenges encountered in daily business processes and can be described by the four dimensions of complexity: variety, heterogeneity, dynamics and non- transparency, as well as their interrelationships. Despite this increasing importance, only few companies have access to adequate tools for complexity management. Most companies have not introduced or implemented yet a complexity management system/approach or they do not know, if the used complexity management methods are efficient and adequate. Therefore, the question rises: How can a company be reviewed and evaluated regarding its complexity management skills? Maturity models can be used to support the analysis and assessment of skills and development-levels of products, processes or organizations by defining different levels of maturity, in order to assess the extent to which an object fulfills defined qualitative requirements. The various levels of maturity within such models can be used to describe the different achievable skill levels.
    [Show full text]
  • Towards a Production Complexity Model That Supports Operation, Re
    View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by Chalmers Publication Library Towards a Production Complexity Model that Supports Operation, Re-balancing and Man-hour Planning Per Gullander 1, Anna Davidsson 2, Kerstin Dencker 3, Åsa Fasth 4, Tommy Fässberg 4, Ulrika Harlin 1,4 , Johan Stahre 4 1 Swerea IVF, Mölndal, Sweden 2 Volvo Cars Corporation, Gothenburg, Sweden 3 Swerea IVF, Stockholm, Sweden 4 Chalmers Univ. of Techn., Dept of Product and Production Development, Gothenburg, Sweden [email protected] ABSTRACT Mass customization and more variants, components, and frequent changes increase pro- duction complexity. This paper presents research project aimed at developing a feasible definition of complexity, a method for measuring complexity, which supports line re- balancing, man-hour planning, and complexity management, competence, and information support. The project is done in collaboration between Swerea IVF, Chalmers, Volvo Cars, Electrolux, Stoneridge, Electronics, and AB Volvo. Industrial studies were carried out to understand the needs for handling complexity. In parallel, a literature study was conducted over research on definitions, models and methods for complexity. In literature, complexity is commonly modelled by information and entropy of the system (randomness); and cate- gorized into static/dynamic and subjective/objective. The research further concludes: un- known events increase with complexity, making management of uncertainty increasingly important, not only reducing but also coping with complexities; the role of humans and technology in work systems is crucial for coping with uncertainties; complexity models and methods must be easy to understand and use; and must take a holistic view of production; and include different user’s perspective and the subjective complexity.
    [Show full text]
  • Supply Chain Complexity: a Case Study in the Drive and Control Industry
    SUPPLY CHAIN COMPLEXITY: A CASE STUDY IN THE DRIVE AND CONTROL INDUSTRY SILKE MALINA Dissertation for obtaining the degree of Doctor of Business and Economics (Doctor rerum politicarum - Dr. rer. pol.) at WHU-Otto Beisheim School of Management Vallendar, Germany 09 October 2019 First Advisor: Prof. Dr. Stefan Spinler Second Advisor: Prof. Dr. Carl Marcus Wallenburg - 2 - Silke Malina: Supply Chain Complexity: A case study in the drive and control industry, © 09 October 2019 - 3 - ABSTRACT Supply chain management (SCM) is known as a competitive strategy in today’s business. Through increasing product variety, structures and processes, managers struggle with an increase in supply chain complexity (SCC), which leads to a negative influence on a firm’s efficiency in terms of lead times, flexibility and costs. In order to manage complexity, supply chain managers need to know its drivers or define appropriate management measures. However, managers can no longer manage SCC internally. In order to cope with this challenging issue and achieve overall benefits, it is necessary that the complete supply chain is involved in optimising supply chain processes. An aligned supply chain should ensure that supply chain partners benefit from cost savings. At the same time, supply chain processes should be agile to respond to market volatility, while also being cost-efficient to survive in the highly competitive world. In this dissertation, three research cases are conducted with different focus areas, whereby first drivers for internal and external SCC are explored in a single case study. In order to gain a representative overview of relevant drivers, not only interviews with top managers from a manufacturer are held but also with key managers from suppliers and customers.
    [Show full text]
  • Managing Schools As Complex Adaptive Systems / Fidan & Balcı
    September 2017, Volume 10, Issue 1 Received: 29 March 2017 Managing schools as complex adaptive Revised: 22 August 2017 systems: A strategic perspective Accepted: 12 Sept. 2017 ISSN: 1307-9298 Copyright © IEJEE a b Tuncer Fidan , Ali Balcı www.iejee.com DOI: 10.26822/iejee.2017131883 Abstract This conceptual study examines the analogies between schools and complex adaptive systems and identifies strategies used to manage schools as complex adaptive systems. Complex adaptive systems approach, introduced by the complexity theory, requires school administrators to develop new skills and strategies to realize their agendas in an ever-changing and complexifying environment without any expectations of stability and predictability. The results indicated that in this period administrators need to have basic skills such as (a) diagnosing patterns emerging from complexity, (b) manipulating the environment by anticipating potential patterns organizations may evolve into, (c) choosing organizational structures compatible with an ever-changing and complexifying environment and (d) promoting innovation to create and manage organizational changes. Although these skills enable administrators to reduce complexity into a manageable form to some extent, stakeholders’ having a common perspective regarding their schools and environments, and executing their activities in accordance with a shared vision are required to turn these skills into complexity management strategies. Keywords: Schools, complexity, complex adaptive systems, complexity management Introduction In the uncertain and constantly changing organizational Even scientists have not agreed on the definition of the environment of the information society, assumptions of term as complexity is a phenomenon arising from the order and predictability have gradually had a less part in interaction among numerous things (Johnson, 2007).
    [Show full text]
  • Context Specific Complexity Management – a Recommendation Model for Optimal Corporate Complexity
    Int. Journal of Business Science and Applied Management, Volume 10, Issue 2, 2015 Context Specific Complexity Management – A recommendation model for optimal corporate complexity Peter Schott Lange Gasse 20, 90403 Nuremberg, Germany Phone: +49 911 5302 450 Email: [email protected] Felix Horstmann Lange Gasse 20, 90403 Nuremberg, Germany Phone: +49 911 5302 450 Email: [email protected] Freimut Bodendorf Lange Gasse 20, 90403 Nuremberg, Germany Phone: +49 911 5302 450 Email: [email protected] Abstract Companies face emerging external complexities that they must respond to with internal complexity to be able to perform on a superior performance level. On that account, an application-oriented methodology to support the context specific selection of appropriate complexity management methods for accomplishing the optimal level of internal complexity is lacking. A complexity management model is introduced that tackles this deficiency. Based on the identification of 37 complexity drivers that determine corporate complexity and 81 complexity management methods from literature, an assignment matrix with 2,997 relations between complexity drivers and methods is stretched. A scoring algorithm uses these relations to generate a sorted list of appropriate management methods for a specific complexity context determined by relevant complexity drivers. The approach is operationalized by a software prototype and evaluated through six interviews with experts from the field who confirmed practical relevance, appropriateness, and value-added of the provided management recommendation. Keywords: complexity management, recommendation model, complexity drivers, law of requisite variety, scoring algorithm Peter Schott, Felix Horstmann and Freimut Bodendorf 1 INTRODUCTION Modern industrial companies face an environment characterized by uncertainty and dynamics (Vrabic 2012).
    [Show full text]
  • MANAGING SUPPLY CHAIN COMPLEXITY: an INDUSTRY WHITEPAPER Prepared: Robert J
    MANAGING SUPPLY CHAIN COMPLEXITY: AN INDUSTRY WHITEPAPER Prepared: Robert J. Trent, While it is often an inevitable outcome of business decisions, unnecessary Ph.D. complexity should not be an accepted part of your supply chain. This reading explores the causes and remedies of supply chain complexity. Failure to manage complexity exposes an organization to a variety of risks. Supply Chain Management Page 1 of 17 A revealing way to appreciate how supply chains have changed over time is to visit a supermarket. During your visit be sure to stop by the Mediterranean bar, the florist, the bakery, the pharmacy, and the organic and gluten-free foods sections. Don’t forget to visit the parts of the store that feature fruits, vegetables and seafood brought in daily from around the world, the pre-made and gourmet meals section, and the products targeted to the Hispanic, Asian, and Kosher community. Do you need toothpaste? One analysis found that consumers can choose from over 350 different SKU’s of toothpaste. And, any parent knows that a trip down the diaper aisle with its dozens of choices can be a daunting experience. Supermarkets today typically stock 40,000-50,000 items, up from around 15,000 in the 1980’s. Welcome to the world of supply chain complexity, a condition that affects virtually all industries, not just retail supermarkets. It is also a major driver of supply chain risk. Why should anyone be concerned with complexity? The short answer is that most CEO’s expect the internal and external complexity that their organizations face to increase.
    [Show full text]
  • Unraveling Complexity in Products and Services
    The first in a series of special reports Special Report UNRAVELING COMPLEXITY IN PRODucTS AND SERVICES WWW.GEORGEGROUP.COM • http://knowledge.wharton.upenn.edu CONTENTS Unraveling Complexity in Products and Services Walk into any grocery store, bank, or insurance agency, and you will see complexity at work: More products and services are available to consumers than ever before. But, as businesses increase their product and service portfolios in response to evolving customer demands or through mergers and acquisitions, they run the risk of adding too much complexity, which can tax existing resources and ultimately harm returns. In this special report, experts from George Group Consulting and Wharton offer insight on how complexity can create con- siderable problems for companies — often while remaining difficult to spot — and suggest strategies for eliminating complexity or making it work to a company’s advantage. Complexity in Products and Services: Good or Bad, Depending on How You Manage It Page 1 In an age of rapid product and service proliferation, companies are grappling with their portfolios of businesses, prod- ucts, services and delivery channels to see which of them need to stay, be restructured, or be dropped. Knowledge@ Wharton and George Group Consulting examined this issue in an online survey of Knowledge@Wharton readers completed last fall: Covering 424 executives drawn from more than 30 industry groups including financial services, busi- ness services, information technology, foods, industrial manufacturing and healthcare, the survey’s findings indicate that complexity can impact companies on a number of levels—from sales effectiveness, product quality and customer satisfaction, to capital efficiency and profitability.
    [Show full text]
  • Managing Complexity in Global Organizations
    No. 141, February 2007 Managing complexity in global organizations How it all began proposition with partners. But the road to the Promised Land turns out to be more “Complexity” is today often considered demanding than expected, and complexity the latest business buzzword – it reflects is the most common and pervasive a current common reality but not a lasting challenge that arises. Martha Maznevski one. When introducing the complexity IMD Professor of Organizational concept to executives in globally operating A core challenge of today’s and tomor- Behavior. Director of IMD’s Program companies, we hear: “Yes, complexity row’s companies, complexity cannot be for Executive Development is the real leadership challenge that I made simple, and it is not going away in and the Strategic Leadership face. How can I focus on my area when the near future. Managing complexity for Women program. everything else is connected? How can must therefore become a core compe- I be held accountable when everything is tency of top executives and management. interdependent? How can I sort this out? As a first step, it is crucial to understand It’s overwhelming.” Good questions with what drives complexity. few answers. We think “complexity” is much more than a buzzword, but a reality What generates complexity? that is here to stay. In our research, we’ve identified four When globalization entailed a far-reaching major sources that interact together to erosion of boundaries, a process which is create today’s environment. Each of these still ongoing, complexity multiplied to its sources of complexity was created by the current heightened level.
    [Show full text]
  • Next Generation Product Complexity Management Are You Ready to Use Digitisation to Manage Product Variance? 2 Next Generation Product Complexity Management Contents
    Next Generation Product Complexity Management Are you ready to use digitisation to manage product variance? 2 Next Generation Product Complexity Management Contents Executive summary 4 Benefits of complexity management in the new digital world 5 Product complexity management has to involve the global value network 6 Leverage technology to control product complexity 9 Become world class with product analytics 14 Start today! 20 3 1. Executive summary Product architecture and platform manage- that product complexity is not managed By doing so, those organisations use ment are in many industries a proven agile enough to meet the mentioned PLM analytics tools to strive to perfection way to reduce product complexity in an business environment. in product architecture and platform effective and efficient way. Particularly in management. In our product complexity maturity study automotive and manufacturing it is the we focus on the dimensions of strategy, Within this point of view we want to outline core of the product strategy and therefore product, supply chain, production and the trends and challenges of manufac- a critical capability. technology. The key finding was that the turing companies in this field and also Leveraging carry-over parts, analysing existing IT tools and technologies are give a viewpoint on the possible levers to product data, managing the variants and merely used for organising the product address these and to optimise product restructuring the supply chain accordingly portfolio, but not for driving decision complexity management. Our approach is leads to a significant reduction of customer making in the field of product complexity easily understandable and addresses the lead time as well as product and engi- management.
    [Show full text]