Table 1

Complexity-management mechanisms on our two example platforms (data sources for illustrative cases indicated in  Appendix)

Complexity management mechanismPromoting openness and enhances networkingFacilitating the self-development of solutionsProviding tools to enhance collaborationEmbracing diverse resource combinationsSetting common rules and protocolsUsing marketplace-logicUsing modularity
Complexity management approachAbsorptionAbsorptionAbsorptionAbsorptionReductionReductionReduction
Complexity domainRelationalCognitiveRelationalRelationalCognitiveCognitiveRelational
Example: ThingWorxDiverse user communities (vendors and service providers) with diverse technological knowledgeProvides tools and resources to support developers in creating and tailoring customized solutionsSupports developer-to-developer collaboration with a database of illustrative articles, technical documentation, and download support softwareConnects millions of devices through interactions with business systems, such as ERP, CRM, and big-data analytics softwareAllows connected-product providers to exploit a set of standards, secure, and scalable tools with configurable, role-based authorizationsIts marketplace aims to both develop and sell own-IoT applications, as well as finding market-ready solutionsUses a modular structure, encompassing a core module that connects to all platform components
Example: MindSphereEcosystem characterized by broad domain expertise and several IT capabilities (app developers, system integrators, and tech partners)Provides an environment that facilitates the development of customer applicationsIncentivizes collaboration through an open-source platform that facilitates resource- and library-sharing among community usersProvides partners in both operational technology (OT) and informational technology (IT) with tools to meet diverse customer needsMindConnect suite connects physical assets (industrial devices) with standardized, secure interfacesThird-party developers can also market their applications via the platform's digital marketplaceAPIs make modular architecture and help customers develop customized applications

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