{"id":114590,"date":"2026-08-11T15:32:17","date_gmt":"2026-08-11T13:32:17","guid":{"rendered":"https:\/\/industry-science.com\/?post_type=article&#038;p=114590"},"modified":"2026-08-12T18:08:37","modified_gmt":"2026-08-12T16:08:37","slug":"complementors-digital-ecosystems","status":"publish","type":"article","link":"https:\/\/industry-science.com\/en\/articles\/complementors-digital-ecosystems\/","title":{"rendered":"Cooperation Routines of Complementors in Digital Ecosystems"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Value creation in digital ecosystems critically depends on complementors [1], \u201cwho produce complementary products and services that contribute towards the focal offer\u2019s value creation\u201d [2]. However, complementors typically have limited leverage over the ecosystems in which they operate [3]. To adapt to these fast-changing environments, complementors rely on dynamic capabilities (DCs), defined as a \u201efirm\u2019s ability to integrate, build, and reconfigure internal and external competences to address rapidly changing environments\u201d [4].&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Building on Teece\u2019s Profiting From Innovation framework [5], Helfat &amp; Raubitschek conceptualize three DCs in digital ecosystems: innovation, environmental scanning and sensing, and integrative capabilities [6]. Originally conceptualized for platform owners, we examine in this study how these DCs manifest in the context of complementors, which remain underrepresented in DC research [7]. Specifically, our research question addresses a particularly relevant microfoundation (i.e., the set of routine and non-routine elements) of integrative capabilities: <em>How do complementors use coopetitive self-organization as DC within digital ecosystems?<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To do so, we conducted a systematic literature review following the method of vom Brocke et al. [8]. We employed two distinct search streams in the Scopus database: one capturing literature on complementors in digital ecosystems and a second focusing on DCs in digital ecosystems. The initial searches yielded 425 and 438 publications, respectively.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We subsequently limited the sample to English-language articles published between 2020 and mid-2025, resulting in 215 and 197 articles. After removing duplicates and excluding studies that did not explicitly address complementors in digital ecosystems based on their titles and abstracts, 74 articles remained. We further extended the sample through backward and forward citation searches, adding 15 articles, resulting in a final sample of 89 studies (<strong>Fig. 1<\/strong>). &nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"459\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-1-1024x459.webp\" alt=\"Figure 1: Sample selection process. Complementors\" class=\"wp-image-114591\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-1-1024x459.webp 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-1-764x343.webp 764w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-1-768x344.webp 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-1-514x230.webp 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-1-1536x689.webp 1536w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-1-2048x918.webp 2048w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-1-510x229.webp 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-1-64x29.webp 64w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 1: Sample selection process.<\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Most studies in the final sample are empirical in nature (72). The majority of the reviewed literature focuses on digital software platform ecosystems (42), followed by physical-digital ecosystems (14), which combine digital platforms with tangible products or services, and digital marketplace ecosystems.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To conduct the qualitative analysis, we employed Gioia et al.\u2019s method [9], identifying first-order concepts, second-order concepts, and aggregate dimensions. Following [6], we differentiated four microfoundations underlying integrative capabilities: <em>orchestrating ecosystem actors<\/em>, <em>integrating products and resources<\/em>, <em>governance<\/em>, and <em>internal coordination<\/em>. We treated these as second-order concepts under the aggregate dimension.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Through an iterative review of the literature, we then identified underlying first-order concepts from the perspective of complementors. In this study, we focus on the second-order concept <em>orchestrating ecosystem actors<\/em> and associate it with the two first-order concepts: <em>cooperating with other complementors<\/em> and <em>cooperating with the platform owner<\/em> (<strong>Fig. 2<\/strong>). Coding was iteratively conducted and refined by both authors using MAXQDA (version 24.9.1), thereby mitigating potential single-coder bias.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"436\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-2-1024x436.webp\" alt=\"Figure 2: Microfoundations of dynamic integrative capability.\" class=\"wp-image-114593\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-2-1024x436.webp 1024w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-2-764x325.webp 764w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-2-768x327.webp 768w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-2-514x219.webp 514w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-2-1536x654.webp 1536w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-2-2048x872.webp 2048w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-2-510x217.webp 510w, https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_I4S-26-4_Figure-2-64x27.webp 64w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Figure 2: Microfoundations of dynamic integrative capability.<\/em><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Cooperating with other complementors<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Across the reviewed literature, 21 studies address cooperation among complementors, which is associated with access to novel resources, information exchange, and network externalities [10]. Such cooperation can take place spontaneously (and serendipitously), ranging from participation in hackathons, conferences and seminars to networking events organized by industry associations or universities [11, 12]. It may also take more structured forms, such as bottom-up, self-organized coalitions which can be mandated or facilitated by the platform owner (e.g., through dedicated events, partner managers), affecting complementor generativity and platform control [13].&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Notably, the reviewed studies do not specify the degree of formalization underlying different forms of cooperation. Engaging in cooperation requires complementors to identify suitable partners within the ecosystem, supported by routines for monitoring competing complementors. In this regard, the evaluation of available competitive information, such as product features, user reviews, and prices, is often mentioned (e.g., [14]). A more intense routine is deliberate partnership scouting, which extends beyond monitoring and includes evaluation routines such as assessing technical compatibility and strategic alignment regarding value proposition and corporate philosophy [15]. Drawing on the information gathered, complementors are more likely to collaborate when their offerings are complementary and jointly extend the functional scope of their products [16].&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The literature commonly focuses on the tension between cooperation and competition (coopetition; [17, 1]). Studies find that coopetition may be advantageous, accelerating innovation, e.g., in the case of software-developing complementors [18]. Complementors manage coopetition through routines, including balancing resource and knowledge sharing with the protection of critical assets [19, 20]. Furthermore, to share risks, complementors allocate investments and exposure to market uncertainty across coopetitive partners [21]. Finally, [12] show that firms in emergent and highly uncertain ecosystems strongly focus on non-routine elements of partnering activities rather than following standardized routines.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Cooperating with the platform owner<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Given their central role, 27 studies examine the relationship between complementor firms and platform owners mostly from the perspective of the platform owner. Nevertheless, complementors also have incentives to engage in cooperation [10]. They may gain a competitive edge through endorsements [22, 23], direct investments [15], marketing support through exclusive deals and promotion [24], or mutual access to technologies and networks [25].&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">While the reviewed studies provide no insight into the degree of formalization, they identify recurring forms of cooperation with platform owners. Complementors use multiple channels to establish contact and communicate with them, ranging from online services such as help desks [26] to interaction via platform agents, including partners or sales managers, who serve as key boundary-crossing agents [15], and extending to premium support arrangements involving dedicated key account managers for selected complementors [12].&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">One routine for collaborating with platform owners involves developing complements with higher quality or network effects, as these are more likely to receive promotion and adoption support by the platform owner [24]. Another frequently mentioned routine is single-homing, which means committing exclusively to one ecosystem. Platform owners may endorse complementors in exchange for exclusivity by actively promoting their complements [23, 27], as exclusivity enhances a platform\u2019s competitive position by denying rival platforms access to valuable complements [28]. However, research also discusses potential downsides of single-homing, including reduced performance due to foregone reach across multiple platforms [29] and costly interdependencies when ecosystems undergo architectural change [30].&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Furthermore, cooperation with the platform owner is supported by routines aimed at strategic alignment and adaptation, as complementors are \u2018platform followers\u2019 who must comply with platform governance [10]. To this end, complementors ensure compliance with legal and regulatory requirements imposed by the platform (e.g., data protection, financial reporting; [31]) and continuously synchronize their offerings with the platform\u2019s value proposition [15]. In addition, complementors can integrate \u2018platform boundary resources\u2019 (e.g., application programming interfaces and software development kits) originating from the platform owner [17].&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Finally, studies also identify collaborative processes related to platform co-development. These include offering digital expertise and technological support to the platform owner [19], reporting bugs [31], and early involvement of complementors in the design and testing of platform boundary resources [32]. Coopetition between complementors and platform owners occurs when platform owners enter complementor markets by introducing \u2018first-party complements\u2019 [10, 33, 23]. For example, Amazon offers products that directly compete with those of complementors [34].&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">While the literature does not point to a single best practice for complementors managing coopetition, it identifies organizational strategies such as separating cooperative and competitive activities into distinct domains or teams (e.g., hotels collaborating with digital platforms on technical integration while competing in customer-facing activities; [35]). In addition, complementors may profit from positioning themselves as \u2018bottleneck\u2019 complementors within the value network, thus increasing their bargaining power [33].<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Opportunities for complementors through cooperation<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Drawing on Helfat &amp; Raubitschek\u2019s concept of integrative capabilities [6], the study analyzes platform orchestration from the complementor perspective. The reviewed literature suggests that effective orchestration hinges on cooperation both with other complementors and with the platform owner.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At the same time, the existing body of research remains fragmented. In particular, relatively little is known about the degree of formalization of such cooperations and a more systematic taxonomic differentiation of complementor and ecosystem types is still lacking. The literature predominantly focuses on B2C-oriented <a href=\"https:\/\/industry-science.com\/en\/?post_type=article&amp;p=114505\">digital ecosystems<\/a>, while orchestration dynamics in B2B contexts remain underexplored.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Regarding the examined routines, the literature highlights the importance of partnership sensing, such as identifying suitable partners through monitoring and evaluation. These enable complementors to initiate collaborative relationships, particularly in the presence of information asymmetries within (emerging) digital ecosystems [3]. At the same time, complementors need to actively manage coopetition by safeguarding critical resources and knowledge while sharing risks with selected partners. Finally, close alignment with platform governance, including compliance with rules and the integration of platform boundary resources, is essential for maintaining cooperative relationships and potentially securing preferential support from platform owners.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These findings also provide practical implications for complementors cooperating with other ecosystem actors. These involve establishing systematic partner-sensing routines to complement, especially in smaller companies, serendipitous or ad-hoc partnering driven by top management. Competitor analyses, ecosystem mapping, and active participation in industry and platform events enable the identification of suitable partners at an early stage. Focused co-creation, e.g., for B2B complementors serving the same customers, may provide further insight into partnering potentials. At the same time, this necessitates clear rules for resource and knowledge sharing to protect critical assets. In addition, complementors need to attract platform awareness, e.g., by engaging in dedicated communication channels (e.g., help desks, partner programs, and direct contact points) but also through public events. A raised profile helps to improve access to information, support, and co-development opportunities.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Finally, multi-homing may serve as a strategic hedge, carefully balancing trade-offs between market reach, dependency, and potential platform support as well as the costs associated with integrating platform boundary resources (e.g., APIs and SDKs). At the same time, multi-homing drives up the cost of partner-sensing, which may constitute a major roadblock for resource-constrained, smaller complementors. Given the complex nature of multiple ecosystems and power asymmetry via platform operators, self-organizations among complementors (e.g. through associations, norm-setting bodies, trade councils, etc.) also become highly relevant.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is an original article. The German translation can be accessed via <strong>DOI: <a href=\"https:\/\/doi.org\/10.30844\/I4SD.26.4.3\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SD.26.4.3<\/a><\/strong><\/p>\n<hr><div class=\"gito-pub-content-bibliography\"><h2>Bibliography <\/h2>[1] Zhang, Y.; Li, J.; Tong, T. W.: Platform governance matters: How platform gatekeeping affects knowledge sharing among complementors. In: Strategic Management Journal 43 (2022) 3, pp. 599-626. \r<br>[2] Kapoor, R.: Ecosystems: Broadening the locus of value creation. In: Journal of Organization Design 7 (2018) 1, p. 12. \r<br>[3] Zabel, C.; Natzel, J.; O\u2019Brien, D.: Fishing for complements: Partnership scouting routines of non-focal B2B firms in emerging-technology digital business ecosystems. In: S. Baumann (Ed.): Handbook on Digital Platforms and Business Ecosystems in Manufacturing. 2024, pp. 88-105. \r<br>[4] Teece, D. J.; Pisano, G.; Shuen, A.: Dynamic capabilities and strategic management. 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In: Organization Science 34 (2023) 3, pp. 1216-1242.\r<br>[31] Engert, M.; Evers, J.; Hein, A.; Krcmar, H.: The Engagement of Complementors and the Role of Platform Boundary Resources in e-Commerce Platform Ecosystems. In: Information Systems Frontiers 24 (2022) 6, pp. 2007-2025. \r<br>[32] Weiss, N.; Schreieck, M.; Wiesche, M.; Krcmar, H.: Lead complementor involvement in the design of platform boundary resources: A case study of BMW\u2019s onboard apps. In: Information Systems Journal 33 (2023) 6, pp. 1279-1311. \r<br>[33] Pei, L.: Winner-takes-all or competitive coexistence? Research on the co-opetition relationships between platform owners and complementors. In: Chinese Management Studies 18 (2024) 6, pp. 1678-1707.\r<br>[34] Yoo, D. K.; Roh, J. J.; Cho, S.; Yang, M. M.: Coopetition in a platform ecosystem: From the complementors\u2019 perspective. In: Electronic Commerce Research 24 (2024) 3, pp. 1509-1532.\r<br>[35] Bahar, V. S.; Nenonen, S.; Starr Jr, R. G.: Coopetition with platforms: Balancing the interplay of cooperation and competition in hospitality. In: Tourism Management 88 (2022), p. 104417.<\/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=\"114590\" data-userid =\"0\" data-filename=\"I4S_04-2026_DE_Zabel.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=\"114590\" data-userid =\"0\" data-filename=\"I4S_04-2026_ENG_Zabel.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\/globalization\/\">Globalization<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/potentials\/profitability\/\">Profitability<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/potentials\/strategy\/\">Strategy<\/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\/complementor\/\">complementor<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/coopetition\/\">coopetition<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/digital-ecosystem\/\">digital ecosystem<\/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\/integrative-capabilities\/\">integrative capabilities<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/partnering\/\">partnering<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/platform-en\/\">platform<\/a><\/span> <\/div><div><div class=\"social-icons share-icons share-row relative\" ><a href=\"whatsapp:\/\/send?text=Cooperation%20Routines%20of%20Complementors%20in%20Digital%20Ecosystems - https:\/\/industry-science.com\/en\/articles\/complementors-digital-ecosystems\/\" 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\/complementors-digital-ecosystems\/\" 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\/automotive-body-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\/09\/richter_AdobeStock_1887518115_Andrey-Popov-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/09\/richter_AdobeStock_1887518115_Andrey-Popov-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/09\/richter_AdobeStock_1887518115_Andrey-Popov-196x180.webp\" alt=\"Interoperable Data Access in Automotive Body Manufacturing\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Interoperable Data Access in Automotive Body Manufacturing\">                  <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;\">Interoperable Data Access in Automotive Body Manufacturing<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Deterministic integration of structured target parameters into tact-time production<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/autoren\/tim-richter\/\">Tim Richter<\/a> <a href=\"https:\/\/orcid.org\/0009-0007-9110-0187\" 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\/autoren\/robert-weidner\/\">Robert Weidner<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-1449-3796\" 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                     AI has long been capable of analyzing production processes, yet why is it still so difficult to bring its insights back into production without intermediate steps? In automotive body-in-white mass production, the challenge is less a lack of data than the absence of holistic integration concepts that extend all the way to the machines. This paper demonstrates why bidirectionally communicative information systems are critical to addressing this challenge and identifies the design principles required to effectively integrate AI-generated results into production processes in the future.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 5 | Pages 34-42 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.5.4\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.5.4<\/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\/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\/autoren\/tim-beichter\/\">Tim Beichter<\/a>, <a href=\"https:\/\/industry-science.com\/en\/autoren\/vanessa-hartmann\/\">Vanessa Hartmann<\/a>, <a href=\"https:\/\/industry-science.com\/en\/autoren\/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\/autoren\/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\/autoren\/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\/ai-based-building-inspection\/\">\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\/sender_AdobeStock_227079093_Aisyaqilumar-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/sender_AdobeStock_227079093_Aisyaqilumar-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/sender_AdobeStock_227079093_Aisyaqilumar-196x180.webp\" alt=\"AI-Based Building Inspection for Large Structures\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"AI-Based Building Inspection for Large Structures\">                  <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;\">AI-Based Building Inspection for Large Structures<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">A new approach to construction progress monitoring<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/jan-sender-en\/\">Jan Sender<\/a> <a href=\"https:\/\/orcid.org\/0009-0003-9697-5709\" 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\/konrad-jagusch-en\/\">Konrad Jagusch<\/a> <a href=\"https:\/\/orcid.org\/0009-0001-7454-1657\" 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\/autoren\/michael-geist\/\">Michael Geist<\/a> <a href=\"https:\/\/orcid.org\/0009-0005-2780-7538\" 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\/autoren\/david-jericho\/\">David Jericho<\/a> <a href=\"https:\/\/orcid.org\/0009-0001-8932-8701\" 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\/autoren\/christian-scharr\/\">Christian Scharr<\/a> <a href=\"https:\/\/orcid.org\/0009-0003-6300-4682\" 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                     Monitoring construction progress, as required in the one-off production of large structures, is very time- and labor-intensive due to a high level of complexity and individuality. The goal of this article is to develop a sensor-based approach for capturing and evaluating multiple inspection characteristics. The use of machine learning models to detect objects and derive relevant information forms the basis for linking current condition to construction schedule. This enables a significant increase in efficiency during construction progress monitoring and a well-founded assessment of progress.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 5 | Pages 78-84 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.5.9\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.5.9<\/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\/inclusive-work-system-design\/\">\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\/schlund_AdobeStock_2046886237_InfiniteFlow-640x325.webp\">\n               <source media=\"(min-width:641px)\" srcset=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/schlund_AdobeStock_2046886237_InfiniteFlow-196x180.webp\">\n               <img decoding=\"async\" class=\"gito-pub-frontend-post-card-image\" src=\"https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/schlund_AdobeStock_2046886237_InfiniteFlow-196x180.webp\" alt=\"Inclusive Work System Design\">\n            <\/picture>\n         <\/div>\n            <div class=\"gito-pub-frontend-post-card-column\">               <div class=\"ellipsis\" style=\"height:166px !important;overflow:hidden;\" title=\"Inclusive Work System Design\">                  <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;\">Inclusive Work System Design<\/h4>\n                        <div class=\"gito-pub-frontend-post-card-subtitle\">Automation, standardization, and adaptability<\/div>                        <div class=\"gito-pub-frontend-post-card-author\"><a href=\"https:\/\/industry-science.com\/en\/authors\/sebastian-schlund-en\/\">Sebastian Schlund<\/a> <a href=\"https:\/\/orcid.org\/0000-0002-8142-0255\" 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                     The design of inclusive work systems is gaining importance due to demographic change and the increasing digital penetration of value creation processes. While traditional ergonomic approaches are based primarily on percentile logic and thus address only a portion of the user population, the integration of digital technologies opens up new possibilities for the dynamic and individualized adaptation of work systems. This article presents a conceptual framework for inclusive work system design that integrates standardization, automation, and adaptability. Methodologically, the article is based on a conceptual analysis of existing approaches from ergonomics and human-centered design. The article makes a theoretical contribution to the systematization of inclusive work system design and identifies areas of focus for further research and industrial practice.                  <\/div>\n               <\/div>\n               <div class=\"gito-pub-frontend-post-card-scientific\"><strong>Industry 4.0 Science<\/strong> | Volume 42 | 2026 | Edition 5 | Pages 70-76 | DOI <a style=\"font-weight:bold !important;\" href=\"https:\/\/doi.org\/10.30844\/I4SE.26.5.8\" target=\"_blank\" rel=\"noopener\">10.30844\/I4SE.26.5.8<\/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\/autoren\/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>\n<!-- GITO_PUB_POST end flex-container -->\n","protected":false},"excerpt":{"rendered":"<p>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.<\/p>\n","protected":false},"featured_media":114577,"menu_order":0,"template":"","categories":[79167,79168,79298],"tags":[86068,86067,79337,73025,86069,86066,80018],"product_cat":[79304],"topic":[67617,67701,79490],"technology":[79334],"knowhow":[],"industry":[],"writer":[81734],"content-type":[83932],"potential":[67586,67658,68108],"solution":[],"glossary":[],"class_list":["post-114590","article","type-article","status-publish","has-post-thumbnail","category-design-en","category-translate-en","category-typeset","tag-complementor","tag-coopetition","tag-digital-ecosystem","tag-dynamic-capabilities","tag-integrative-capabilities","tag-partnering","tag-platform-en","product_cat-articles","topic-adaptability","topic-production-system","topic-supply-chain-management-en","technology-business-model-en","writer-christian-zabel-en","content-type-article","potential-globalization","potential-profitability","potential-strategy","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\/08\/Zabel_AdobeStock_260585096_radachynskyi.webp",1400,788,false],"thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-150x150.webp",150,150,true],"medium":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-666x375.webp",666,375,true],"medium_large":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-768x432.webp",768,432,true],"large":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-1024x576.webp",1020,574,true],"front-page-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-1032x320.webp",1032,320,true],"post-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-764x376.webp",764,376,true],"post-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-392x320.webp",392,320,true],"post-teaser-mobile":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-608x496.webp",608,496,true],"post-custom-size":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-640x325.webp",640,325,true],"whitepaper-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-274x376.webp",274,376,true],"card-big":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-514x292.webp",514,292,true],"card-portrait":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-320x440.webp",320,440,true],"card-big-company":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-514x289.webp",514,289,true],"gp-listing":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-196x180.webp",196,180,true],"1536x1536":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi.webp",1400,788,false],"2048x2048":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi.webp",1400,788,false],"woocommerce_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-510x510.webp",510,510,true],"woocommerce_single":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-510x287.webp",510,287,true],"woocommerce_gallery_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-100x100.webp",100,100,true],"dgwt-wcas-product-suggestion":["https:\/\/industry-science.com\/wp-content\/uploads\/2026\/08\/Zabel_AdobeStock_260585096_radachynskyi-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":"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&hellip;","_links":{"self":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article\/114590","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\/114577"}],"wp:attachment":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media?parent=114590"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/categories?post=114590"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/tags?post=114590"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/product_cat?post=114590"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/topic?post=114590"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/technology?post=114590"},{"taxonomy":"knowhow","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/knowhow?post=114590"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/industry?post=114590"},{"taxonomy":"writer","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/writer?post=114590"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/content-type?post=114590"},{"taxonomy":"potential","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/potential?post=114590"},{"taxonomy":"solution","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/solution?post=114590"},{"taxonomy":"glossary","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/glossary?post=114590"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}