{"id":114431,"date":"2026-07-30T17:29:59","date_gmt":"2026-07-30T15:29:59","guid":{"rendered":"https:\/\/industry-science.com\/?post_type=article&#038;p=114431"},"modified":"2026-08-12T18:14:03","modified_gmt":"2026-08-12T16:14:03","slug":"b2b-collaboration-platforms-smes","status":"publish","type":"article","link":"https:\/\/industry-science.com\/en\/articles\/b2b-collaboration-platforms-smes\/","title":{"rendered":"Platform Adoption as a Dynamic Capability"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>The platform paradox: High potential, low adoption<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The digital transformation of industrial value creation is increasingly taking place via platform ecosystems. Companies collaborate through digital infrastructures of Industry 4.0 platforms such as ADAMOS [1], industry hubs, or data-driven networks. These platforms promise SMEs access to complementary expertise, accelerated innovation cycles, and thus the opportunity to compensate structural resource weaknesses.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nevertheless, a paradox emerges: While large companies orchestrate their own platform ecosystems, many SMEs remain hesitant despite strategically relevant advantages [2]. Why, then, do SMEs hesitate to adopt these platforms, and which barriers prevent their adoption? The existing literature focuses primarily on adoption motives, whilst a systematic, theoretically grounded analysis of the barriers is lacking. This paper fills this gap by conceptualizing adoption barriers as deficits in specific organizational capabilities, using the dynamic capabilities approach [3] to develop a practice-oriented framework.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Dynamic capabilities as the key to SME platform participation<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">SMEs differ from large companies in terms of resources, specific path dependencies (informal structures, relational practices), IP sensitivity (protection of core competencies), and governance experience (multi-stakeholder coordination) [2]. Collaboration and innovation platforms, as digital ecosystems \u2014 in contrast to transaction platforms \u2014 aim at cooperative value creation: co-product development, shared data use, and coordinated innovation processes [4]. They enable SMEs to overcome their inherent competitive disadvantages relative to large corporations (resource scarcity) and startups (path dependencies) through access to external knowledge, risk sharing, and new business models [5].&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The concept of Dynamic Capabilities (DC), established by Teece [3], refers to an organization\u2019s ability to adapt to changing environments. It comprises three dimensions: Sensing(identifying opportunities), Seizing(capitalizing on opportunities), and Reconfiguring(adapting the organization). This approach enables a conceptual classification of the aforementioned adoption barriers in SMEs by characterizing platform adoption not as a one-time technological decision, but as a profound organizational adaptation effort [6].<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Methodological approach<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">This article is based on a systematic literature review following the PRISMA 2020 guidelines [7] (<strong>Fig. 1<\/strong>). The 45 identified articles were qualitatively analyzed using the ATLAS.ti software [8] and deductively assigned to the three capability dimensions. In addition to explicit references to DC, implicit conceptual references were also considered.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"553\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-1-1024x553.webp\" alt=\"Figure 1: Methodological selection process: Systematic literature review. Collaboration\" class=\"wp-image-114432\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-1-1024x553.webp 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-1-694x375.webp 694w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-1-768x415.webp 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-1-514x278.webp 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-1-1536x829.webp 1536w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-1-2048x1106.webp 2048w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-1-510x275.webp 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-1-64x35.webp 64w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 1: Methodological selection process: Systematic literature review.<\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">The following analysis is based on a focused synthesis of relevant literature. Key articles for the theoretical and empirical classification of the identified barriers are cited as examples.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The threefold barrier to SME platform adoption<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Sensing: Blind spots hinder ecosystem awareness<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">In the B2B collaboration context, there is little transparency regarding platform ecosystems. SMEs frequently do not know which platforms exist or how participation can be organized in practice [9]. While large companies have in many cases established systematic ecosystem monitoring [2], SMEs frequently lack structured scanning routines. In addition, the operational involvement of senior management can limit the scope for strategic technology monitoring [10]. Cognitive path dependencies further reduce the perception of external innovation opportunities in favor of established internal development models [11, 12].<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Seizing: Fear of knowledge drain<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Even when SMEs are aware of collaboration platforms, they often do not adopt them. Innovation platforms require the disclosure of technical information, production data, and collaborative development processes. SMEs fear that this knowledge may be absorbed by competitors or more powerful platform partners [12].&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Furthermore, many platforms are orchestrated by large companies that define standards and control access conditions. This creates uncertainties for SMEs regarding bargaining power, data usage, and the distribution of value [2, 4]. At the same time, integration into platform ecosystems increases organizational complexity through data management and the expansion of expertise and processes [2]. The often difficult-to-quantify benefits and returns of platform-based collaboration further increase uncertainty about the actual value created its fair distribution [2].<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Reconfiguring: Organizational inertia hinders adaptation<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Platform participation requires far-reaching organizational adjustments. Innovation processes in SMEs are often internally oriented [13], while external cooperation is predominantly bilateral and project-based. This \u201cclosed innovation\u201d logic is difficult to reconcile with open platform practices [14].&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Platform ecosystems also create interdependencies: standards, development processes, and innovation cycles are increasingly coordinated on a network basis. Autonomy-oriented SMEs, in particular, may perceive this as a loss of control [12]. At the same time, they often lack the human and financial capital [15] needed to build expertise in data management, multi-stakeholder collaboration, and platform governance, or to internalize complementary expertise [9, 16]. In particular, the subjectively high perception of adoption barriers can amplify their reciprocal effects [2].<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Capability building as a path to platform readiness<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Sensing: Institutionalizing ecosystem scanning<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">SMEs can establish regular \u201cecosystem reviews\u201d: structured analyses of relevant <a href=\"https:\/\/industry-science.com\/en\/e-journals\/i4s-2-2024-industry40-platforms\/\">Industry 4.0 platforms<\/a> or innovation hubs, institutionalized as a top management responsibility. Mittelstand-Digital centers offer free consulting and best-practice workshops for this purpose, while industry consortia serve as intermediaries. Limited pilot projects without full system integration enable learning by doing with reduced risk.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Seizing: Selective and strategic participation<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">SMEs can selectively open up specific areas of innovation for collaboration (e.g., digital services), while keeping the development of core products in-house. This \u201cmodular participation strategy\u201d reduces IP risks. Before participating, clear sharing boundaries should be defined and IP assessments conducted. At the same time, governance skills can be practiced in such a \u201csandbox\u201d-setting: understanding platform terms of service, negotiating data usage rights. Additionally, SMEs can join cooperative models to pool bargaining power and reduce individual risks [1, 17]. Reliable participation can strengthen a firm\u2019s reputation within the platform ecosystem and partly mitigate power asymmetries through reciprocity [18].<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Reconfiguring: Ambidexterity between closed and open innovation<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Platforms expand internal capabilities rather than replacing them. Open innovation therefore enables access to complementary knowledge and accelerated problem-solving [19]. Successful platform participation requires hybrid innovation models that combine the protection of core competencies with external collaboration [5, 20]. Training in data management, collaboration skills, IP management, and partner management can support the development of absorptive capacity [21]. In addition, an \u201cecosystem manager\u201d can coordinate across R&amp;D, IT, legal, and executive management in an interdisciplinary role.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"528\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-2-1024x528.webp\" alt=\"Figure 2: Platform adoption as a dynamic capability: Overcoming adoption barriers for SMEs in B2B ecosystems.\" class=\"wp-image-114434\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-2-1024x528.webp 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-2-727x375.webp 727w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-2-768x396.webp 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-2-514x265.webp 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-2-1536x792.webp 1536w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-2-2048x1056.webp 2048w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-2-510x263.webp 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_I4S-26-4_Figure-2-64x33.webp 64w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 2: Platform adoption as a dynamic capability: Overcoming adoption barriers for SMEs in B2B ecosystems.<\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Based on the identified barriers, a capability-based framework can be derived <strong>(Fig. 2)<\/strong>. Capability building is an iterative learning process: Sensing is refined through seizing experiences, while Seizing is facilitated by successful Reconfiguring measures.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Platform operators, in turn, should establish SME-friendly governance (modular participation options, transparent IP regulations). Policymakers can provide additional support through digitalization vouchers, awareness campaigns, and intermediaries [22].<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>From barriers to capabilities: Platform adoption as a learnable competency<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Based on a systematic literature review, this article examines why SMEs often refrain from adopting digital collaboration platforms despite their substantial advantages. The analysis reveals consistent barriers across all DC dimensions. It turns out that SMEs do not adopt collaboration platforms because they are constrained in three ways: they fail to recognize ecosystem opportunities (Sensing), are reluctant to participate (Seizing), and struggle with organizational adaptation (Reconfiguring).&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These barriers reflect deficits in dynamic capabilities and can therefore, in principle, be developed. By focusing on adoption barriers, this paper contributes to DC research. The capability-building framework provides SMEs a structured roadmap for strategic participation in platform ecosystems: establish ecosystem scanning, launch selective pilot participation, and implement hybrid innovation models. As a conceptual paper, this analysis is based on a synthesis of existing literature \u2014 empirical validation is still pending. Future research should shift the focus more explicitly and in a generalizable manner to adoption barriers in order to develop and evaluate effective interventions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>This article was produced as part of the \u201cPLATIN-STRAT-KMU\u201d project, which is funded by the German Federal Ministry of Research, Technology, and Space under grant number 02J24A120.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The original German version of this article can be accessed via <strong>DOI: <a href=\"https:\/\/doi.org\/10.30844\/I4SD.26.4.5\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SD.26.4.5<\/a><\/strong><\/p>\n<hr><div class=\"gito-pub-content-bibliography\"><h2>Bibliography <\/h2>[1]\tArnold, L.; Hukal, P.; Link, M.: Consortium Governance and Market Entry of Digital B2B Platforms: The Case of ADAMOS. In: Information Systems Journal 35 (2025) 4, pp. 1235\u20131256. 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DOI: https:\/\/doi.org\/10.1016\/j.ijinfomgt.2022.102513.<\/div><div id=\"download-section\" class=\"gito-pub-download-section\" style=\"text-align:center;margin:20px;\"><h2>Your downloads<\/h2><button style=\"font-size:14px;margin-right:15px;\" class=\"button gito-pub-cpt-download-button\" data-postid=\"114431\" data-userid =\"0\" data-filename=\"I4S_04-2026_DE_Schaefer.pdf\"><span style=\"margin-top:5px !important;\" class=\"dashicons dashicons-download\"><\/span>&nbsp;&nbsp;PDF (DE)<\/button><button style=\"font-size:14px;margin-right:15px;\" class=\"button gito-pub-cpt-download-button\" data-postid=\"114431\" data-userid =\"0\" data-filename=\"I4S_04-2026_ENG_Schaefer.pdf\"><span style=\"margin-top:5px !important;\" class=\"dashicons dashicons-download\"><\/span>&nbsp;&nbsp;PDF (EN)<\/button><\/div><br>Potentials: <span class=\"gito-pub-tag-element\"><a href=\"\/potentials\/services\/\">Services<\/a><\/span> <div class=\"gito-pub-tags-social-share\" style=\"display:flex;justify-content:space-between;\"><div>Tags: <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/b2b\/\">B2B<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/collaboration-platforms\/\">collaboration platforms<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/dynamic-capabilities\/\">dynamic capabilities<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/innovation-ecosystems\/\">innovation ecosystems<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/platform-adoption\/\">platform adoption<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/smes-en\/\">SMEs<\/a><\/span> <br>Industries: <span class=\"gito-pub-tag-element\"><a href=\"https:\/\/industry-science.com\/en\/industries\/technical-services\/\">Technical Services<\/a><\/span> <\/div><div><div class=\"social-icons share-icons share-row relative\" ><a href=\"whatsapp:\/\/send?text=Platform%20Adoption%20as%20a%20Dynamic%20Capability - https:\/\/industry-science.com\/en\/articles\/b2b-collaboration-platforms-smes\/\" data-action=\"share\/whatsapp\/share\" class=\"icon button circle is-outline tooltip whatsapp show-for-medium\" title=\"Share on WhatsApp\" aria-label=\"Share on WhatsApp\"><i class=\"icon-whatsapp\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/www.facebook.com\/sharer.php?u=https:\/\/industry-science.com\/en\/articles\/b2b-collaboration-platforms-smes\/\" data-label=\"Facebook\" onclick=\"window.open(this.href,this.title,&#039;width=500,height=500,top=300px,left=300px&#039;); 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return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip linkedin\" title=\"Share on LinkedIn\" aria-label=\"Share on LinkedIn\" rel=\"noopener nofollow\"><i class=\"icon-linkedin\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/div><hr style=\"margin-top:0px;\">\n<h2 class=\"gito-pub-frontend-post-headline\">You might also be interested in<\/h2>\n<!-- GITO_PUB_POST start flex-container -->\n<div class=\"gito-pub-flex-container\">\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/continuing-vocational-education\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/09\/beichter_AdobeStock_1885327612_master1305-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/09\/beichter_AdobeStock_1885327612_master1305-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/09\/beichter_AdobeStock_1885327612_master1305-196x180.webp\" alt=\"Audio-Immersive Learning in Continuing Vocational Education\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Audio-Immersive Learning in Continuing Vocational Education\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Audio-Immersive Learning in Continuing Vocational Education<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">From linear audio playback to AI-supported conversational learning companions<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/tim-beichter\/\">Tim Beichter<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/vanessa-hartmann\/\">Vanessa Hartmann<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/katharina-hoelzle\/\">Katharina H\u00f6lzle<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-9733-4650\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/manuel-kaiser\/\">Manuel Kaiser<\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     Artificial intelligence is increasingly shaping continuing vocational education and training by enabling the personalization of individual learning experiences. At the same time, audio-based learning formats are attracting growing interest among learners because of their flexibility and suitability for workplace learning. However, a conceptual framework for AI-supported audio learning, as well as the potential of combining artificial intelligence with audio-based learning, has received little attention to date. This paper therefore presents a conceptual perspective on the design possibilities and educational potential of AI-supported audio learning formats.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 5 | Pages 102-108 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.5.12\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.5.12<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/ai-demonstrators-manufacturing\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/link_AdobeStock_311608924_Gorodenkoff-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/link_AdobeStock_311608924_Gorodenkoff-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/link_AdobeStock_311608924_Gorodenkoff-196x180.webp\" alt=\"Explaining AI in Industrial Production in an Accessible Way\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Explaining AI in Industrial Production in an Accessible Way\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Explaining AI in Industrial Production in an Accessible Way<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Requirements for AI demonstrators to promote acceptance<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/jennifer-link-en\/\">Jennifer Link<\/a> <a href=\"https:\/\/orcid.org\/0009-0005-2407-3495\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/markus-harlacher-en\/\">Markus Harlacher<\/a> <a href=\"https:\/\/orcid.org\/0009-0007-5817-2920\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/colin-srebny\/\">Colin Srebny<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/sascha-stowasser-en\/\">Sascha Stowasser<\/a> <a href=\"https:\/\/orcid.org\/0009-0006-2725-5793\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     Artificial intelligence (AI) offers a wide range of possibilities in industrial production, but it also presents challenges regarding employee acceptance. AI demonstrators are therefore of central importance, as they enable hands-on experience with AI. However, there has been a lack of systematically identified requirements for demonstrators that specifically promote acceptance and address negative emotions. Using a multi-stage research design, 69 requirements were identified, structured into functional requirements, quality requirements, and boundary conditions.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 5 | Pages 6-14 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.5.1\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.5.1<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/work-design-autonomous-systems\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/AdobeStock_484184873_Ivan-Traimak-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/AdobeStock_484184873_Ivan-Traimak-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/AdobeStock_484184873_Ivan-Traimak-196x180.webp\" alt=\"Work Design in the Use of Autonomous Systems\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Work Design in the Use of Autonomous Systems\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Work Design in the Use of Autonomous Systems<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Addressing the shortage of skilled workers<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/tim-jeske-en\/\">Tim Jeske<\/a> <a href=\"https:\/\/orcid.org\/0000-0001-8778-6824\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/sascha-stowasser-en\/\">Sascha Stowasser<\/a> <a href=\"https:\/\/orcid.org\/0009-0006-2725-5793\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/nicole-ottersboeck-en\/\">Nicole Ottersb\u00f6ck<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/sebastian-terstegen-en\/\">Sebastian Terstegen<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/rasmus-adler\/\">Rasmus Adler<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-7482-7102\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     Companies are increasingly challenged to address shortages of skilled workers while meeting rising demands for productivity, flexibility, and innovation. Because labor supply can only be expanded to a limited extent, there is a growing focus on designing work systems with productivity in mind. Autonomous systems offer significant potential in this regard. Their implementation requires not only technical adjustments but, above all, changes in organization, skills, and work design. This article analyzes empirically grounded change requirements in existing work systems as well as associated economic potential.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 5 | Pages 44-50 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.5.5\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.5.5<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/complementors-digital-ecosystems\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-196x180.webp\" alt=\"Cooperation Routines of Complementors in Digital Ecosystems\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Cooperation Routines of Complementors in Digital Ecosystems\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Cooperation Routines of Complementors in Digital Ecosystems<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">A microfoundation of integrative dynamic capability<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/christian-zabel-en\/\">Christian Zabel<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-4636-6679\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/tahir-schmidt\/\">Tahir Schmidt<\/a> <a href=\"https:\/\/orcid.org\/0009-0004-2409-6665\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     Complementors are central to value creation in digital ecosystems yet have limited leverage and must adapt through dynamic capabilities. Building on the Profiting From Innovation Framework, this study examines how integrative capabilities manifest for complementors through cooperative routines. Based on a systematic literature review of Scopus-indexed studies from 2020 to mid-2025 focusing on the microfoundation \u201corchestrating ecosystem actors\u201d, we identify two routine clusters. Complementors cooperate with other complementors via partner sensing, scouting, coalitions, resource sharing, and risk allocation while protecting critical assets. They cooperate with platform owners via multichannel boundary spanning, quality signaling, governance compliance, boundary resource integration, and co-development, while facing the risk of owner entry. Research gaps concern the formalization of cooperation routines, taxonomy, and B2B contexts.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 4 | Pages 22-28 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.4.3\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.4.3<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n   <div class=\"gito-pub-frontend-post-card gito-pub-flex-item gito-pub-flex-item-1\">\n      <a href=\"https:\/\/industry-science.com\/en\/articles\/industrial-platforms\/\">\n         <div class=\"gito-pub-frontend-post-card-row\">         <div class=\"gito-pub-frontend-post-card-column gito-pub-frontend-post-card-column-image\">\n            <picture>\n               <source media=\"(max-width:640px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Stoffels_AdobeStock_1893595736_Lomb-640x325.jpg\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Stoffels_AdobeStock_1893595736_Lomb-196x180.jpg\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Stoffels_AdobeStock_1893595736_Lomb-196x180.jpg\" alt=\"Industrial Platforms for the Analysis of Decision Dynamics\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Industrial Platforms for the Analysis of Decision Dynamics\">                  <table class=\"gito-pub-frontend-post-card-header\">\n            \t     <tr>\n                        <td>                  \t\t   <h4 class=\"gito-pub-frontend-post-card-title\" style=\"line-height:1.2em;\">Industrial Platforms for the Analysis of Decision Dynamics<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">An agent-based modeling approach<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/jasmijn-stoffels\/\">Jasmijn Stoffels<\/a>, <a href=\"https:\/\/industry-science.com\/en\/authors\/norbert-gronau-en\/\">Norbert Gronau<\/a> <a href=\"https:\/\/orcid.org\/0000-0001-8966-0731\" target=\"_blank\" title=\"ORCID eintrag \u00f6ffnen.\" rel=\"noopener\">\n        <img decoding=\"async\" src=\"https:\/\/orcid.org\/assets\/vectors\/orcid.logo.icon.svg\" alt=\"ORCID Icon\" style=\"width:16px;height:16px;vertical-align:middle;\"><\/a><\/div>\n                        <\/td>\n                     <\/tr>\n                  <\/table>\n                  <div class=\"gito-pub-frontend-post-card-text\">\n                     Industrial platforms are fundamentally transforming the organization and structure of value creation. Beyond serving as intermediaries that connect machine manufacturers, suppliers, and service providers, they enable data-driven decision-making in production while fostering innovation in product development. In doing so, they create new opportunities for collaboration and value creation through enhanced connectivity and interaction across the platform ecosystem.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 4 | Pages 30-40 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.4.4\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.4.4<\/a><\/div>            <\/div>\n         <\/div>\n      <\/a>\n   <\/div>\n<\/div>\n<!-- GITO_PUB_POST end flex-container -->\n","protected":false},"excerpt":{"rendered":"<p>Digital collaboration and innovation platforms offer SMEs significant potential to compensate for structural resource weaknesses and to participate in innovation ecosystems. Nevertheless, adoption in the B2B context remains low. This paper examines adoption barriers based on a systematic literature review using Teece\u2019s dynamic capabilities approach. The analysis suggests that recurring obstacles can be structured along three dimensions: Sensing\u2014lack of ecosystem awareness, absence of scanning routines; Seizing\u2014IP concerns, governance uncertainty, adoption fatigue; Reconfiguring\u2014closed-innovation culture, lack of absorptive capacity. Building on this, a practice-oriented capability-building framework is developed with recommendations for action.<\/p>\n","protected":false},"featured_media":114408,"menu_order":0,"template":"","categories":[79167,79168,79298],"tags":[85965,85987,73025,84816,85988,80338],"product_cat":[79304],"topic":[67617,79319],"technology":[79493],"knowhow":[],"industry":[79496],"writer":[85962,85961],"content-type":[83932],"potential":[67652],"solution":[],"glossary":[],"class_list":["post-114431","article","type-article","status-publish","has-post-thumbnail","category-design-en","category-translate-en","category-typeset","tag-b2b","tag-collaboration-platforms","tag-dynamic-capabilities","tag-innovation-ecosystems","tag-platform-adoption","tag-smes-en","product_cat-articles","topic-adaptability","topic-platforms","technology-digitalization","industry-technical-services","writer-marcel-huelsbeck","writer-nikolai-schaefer","content-type-article","potential-services","product","first","instock","downloadable","virtual","sold-individually","taxable","purchasable","product-type-article"],"uagb_featured_image_src":{"full":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung.webp",1400,788,false],"thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-150x150.webp",150,150,true],"medium":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-666x375.webp",666,375,true],"medium_large":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-768x432.webp",768,432,true],"large":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-1024x576.webp",1020,574,true],"front-page-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-1032x320.webp",1032,320,true],"post-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-764x376.webp",764,376,true],"post-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-392x320.webp",392,320,true],"post-teaser-mobile":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-608x496.webp",608,496,true],"post-custom-size":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-640x325.webp",640,325,true],"whitepaper-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-274x376.webp",274,376,true],"card-big":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-514x292.webp",514,292,true],"card-portrait":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-320x440.webp",320,440,true],"card-big-company":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-514x289.webp",514,289,true],"gp-listing":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-196x180.webp",196,180,true],"1536x1536":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung.webp",1400,788,false],"2048x2048":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung.webp",1400,788,false],"woocommerce_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-510x510.webp",510,510,true],"woocommerce_single":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-510x287.webp",510,287,true],"woocommerce_gallery_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-100x100.webp",100,100,true],"dgwt-wcas-product-suggestion":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/07\/Schaefer_AdobeStock_205809895_YiuCheung-64x36.webp",64,36,true]},"uagb_author_info":{"display_name":"Florian Goldmann","author_link":"https:\/\/industry-science.com\/en\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"Digital collaboration and innovation platforms offer SMEs significant potential to compensate for structural resource weaknesses and to participate in innovation ecosystems. Nevertheless, adoption in the B2B context remains low. This paper examines adoption barriers based on a systematic literature review using Teece\u2019s dynamic capabilities approach. The analysis suggests that recurring obstacles can be structured along&hellip;","_links":{"self":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article\/114431","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article"}],"about":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/types\/article"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media\/114408"}],"wp:attachment":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media?parent=114431"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/categories?post=114431"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/tags?post=114431"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/product_cat?post=114431"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/topic?post=114431"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/technology?post=114431"},{"taxonomy":"knowhow","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/knowhow?post=114431"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/industry?post=114431"},{"taxonomy":"writer","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/writer?post=114431"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/content-type?post=114431"},{"taxonomy":"potential","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/potential?post=114431"},{"taxonomy":"solution","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/solution?post=114431"},{"taxonomy":"glossary","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/glossary?post=114431"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}