{"id":"https://openalex.org/W7128165235","doi":"https://doi.org/10.1007/s12525-025-00862-z","title":"Multi-agent AI","display_name":"Multi-agent AI","publication_year":2026,"publication_date":"2026-02-06","ids":{"openalex":"https://openalex.org/W7128165235","doi":"https://doi.org/10.1007/s12525-025-00862-z"},"language":"en","primary_location":{"id":"doi:10.1007/s12525-025-00862-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12525-025-00862-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12525-025-00862-z.pdf","source":{"id":"https://openalex.org/S137519996","display_name":"Electronic Markets","issn_l":"1019-6781","issn":["1019-6781","1422-8890"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Markets","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12525-025-00862-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086584025","display_name":"Simeon Allmendinger","orcid":"https://orcid.org/0009-0005-8741-7734"},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I54009628","display_name":"University of Bayreuth","ror":"https://ror.org/0234wmv40","country_code":"DE","type":"education","lineage":["https://openalex.org/I54009628"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Simeon Allmendinger","raw_affiliation_strings":["Chair for Information Systems and Human-Centric Artificial Intelligence, University of Bayreuth, Bayreuth, Germany","FIM Research Center for Information Management, Bayreuth, Germany","Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany"],"raw_orcid":"https://orcid.org/0009-0005-8741-7734","affiliations":[{"raw_affiliation_string":"Chair for Information Systems and Human-Centric Artificial Intelligence, University of Bayreuth, Bayreuth, Germany","institution_ids":["https://openalex.org/I54009628"]},{"raw_affiliation_string":"FIM Research Center for Information Management, Bayreuth, Germany","institution_ids":[]},{"raw_affiliation_string":"Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058189119","display_name":"Lukas Bonenberger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099560","display_name":"IQM (Germany)","ror":"https://ror.org/0107a5128","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210099560"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lukas Bonenberger","raw_affiliation_strings":["TRUSTEQ GmbH, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3792-1386","affiliations":[{"raw_affiliation_string":"TRUSTEQ GmbH, Munich, Germany","institution_ids":["https://openalex.org/I4210099560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121025245","display_name":"Kathrin Endres","orcid":null},"institutions":[{"id":"https://openalex.org/I110079840","display_name":"University of Hohenheim","ror":"https://ror.org/00b1c9541","country_code":"DE","type":"education","lineage":["https://openalex.org/I110079840"]},{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kathrin Endres","raw_affiliation_strings":["Chair of Digital Management, University of Hohenheim, Stuttgart, Germany","FIM Research Center for Information Management, Bayreuth, Germany","Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany"],"raw_orcid":"https://orcid.org/0009-0000-7861-4641","affiliations":[{"raw_affiliation_string":"Chair of Digital Management, University of Hohenheim, Stuttgart, Germany","institution_ids":["https://openalex.org/I110079840"]},{"raw_affiliation_string":"FIM Research Center for Information Management, Bayreuth, Germany","institution_ids":[]},{"raw_affiliation_string":"Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121363869","display_name":"Dominik Fetzer","orcid":null},"institutions":[{"id":"https://openalex.org/I110079840","display_name":"University of Hohenheim","ror":"https://ror.org/00b1c9541","country_code":"DE","type":"education","lineage":["https://openalex.org/I110079840"]},{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dominik Fetzer","raw_affiliation_strings":["Chair of Digital Management, University of Hohenheim, Stuttgart, Germany","FIM Research Center for Information Management, Bayreuth, Germany","Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany"],"raw_orcid":"https://orcid.org/0009-0004-5291-1620","affiliations":[{"raw_affiliation_string":"Chair of Digital Management, University of Hohenheim, Stuttgart, Germany","institution_ids":["https://openalex.org/I110079840"]},{"raw_affiliation_string":"FIM Research Center for Information Management, Bayreuth, Germany","institution_ids":[]},{"raw_affiliation_string":"Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012375103","display_name":"Henner Gimpel","orcid":"https://orcid.org/0000-0003-1730-2614"},"institutions":[{"id":"https://openalex.org/I110079840","display_name":"University of Hohenheim","ror":"https://ror.org/00b1c9541","country_code":"DE","type":"education","lineage":["https://openalex.org/I110079840"]},{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Henner Gimpel","raw_affiliation_strings":["Chair of Digital Management, University of Hohenheim, Stuttgart, Germany","FIM Research Center for Information Management, Bayreuth, Germany","Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1730-2614","affiliations":[{"raw_affiliation_string":"Chair of Digital Management, University of Hohenheim, Stuttgart, Germany","institution_ids":["https://openalex.org/I110079840"]},{"raw_affiliation_string":"FIM Research Center for Information Management, Bayreuth, Germany","institution_ids":[]},{"raw_affiliation_string":"Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5094302651","display_name":"Niklas K\u00fchl","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I54009628","display_name":"University of Bayreuth","ror":"https://ror.org/0234wmv40","country_code":"DE","type":"education","lineage":["https://openalex.org/I54009628"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Niklas K\u00fchl","raw_affiliation_strings":["Chair for Information Systems and Human-Centric Artificial Intelligence, University of Bayreuth, Bayreuth, Germany","FIM Research Center for Information Management, Bayreuth, Germany","Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6750-0876","affiliations":[{"raw_affiliation_string":"Chair for Information Systems and Human-Centric Artificial Intelligence, University of Bayreuth, Bayreuth, Germany","institution_ids":["https://openalex.org/I54009628"]},{"raw_affiliation_string":"FIM Research Center for Information Management, Bayreuth, Germany","institution_ids":[]},{"raw_affiliation_string":"Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5086584025"],"corresponding_institution_ids":["https://openalex.org/I4210110507","https://openalex.org/I54009628"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":{"value":2590,"currency":"EUR","value_usd":3190},"fwci":42.8419,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.99674049,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"36","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13287","display_name":"Robotic Process Automation Applications","score":0.09120000153779984,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13287","display_name":"Robotic Process Automation Applications","score":0.09120000153779984,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.09049999713897705,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14350","display_name":"Innovation, Sustainability, Human-Machine Systems","score":0.056299999356269836,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6811000108718872},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.5303999781608582},{"id":"https://openalex.org/keywords/conceptual-framework","display_name":"Conceptual framework","score":0.5012999773025513},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4912000000476837},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4860000014305115},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.42800000309944153},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.39399999380111694}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6811000108718872},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.585099995136261},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5374000072479248},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.5303999781608582},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.5012999773025513},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4912000000476837},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4860000014305115},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.42800000309944153},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.39399999380111694},{"id":"https://openalex.org/C43091099","wikidata":"https://www.wikidata.org/wiki/Q1067788","display_name":"Through-the-lens metering","level":3,"score":0.3752000033855438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3603000044822693},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3544999957084656},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34790000319480896},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3111000061035156},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.29670000076293945},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29440000653266907},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.27709999680519104},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2605000138282776},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.2565999925136566}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12525-025-00862-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12525-025-00862-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12525-025-00862-z.pdf","source":{"id":"https://openalex.org/S137519996","display_name":"Electronic Markets","issn_l":"1019-6781","issn":["1019-6781","1422-8890"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Markets","raw_type":"journal-article"},{"id":"pmh:oai:econstor.eu:10419/336726","is_oa":true,"landing_page_url":"https://hdl.handle.net/10419/336726","pdf_url":null,"source":{"id":"https://openalex.org/S4306401696","display_name":"Econstor (Econstor)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:article"}],"best_oa_location":{"id":"doi:10.1007/s12525-025-00862-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12525-025-00862-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12525-025-00862-z.pdf","source":{"id":"https://openalex.org/S137519996","display_name":"Electronic Markets","issn_l":"1019-6781","issn":["1019-6781","1422-8890"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Markets","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6950905919075012,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313434","display_name":"Institute for Catastrophic Loss Reduction","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7128165235.pdf","grobid_xml":"https://content.openalex.org/works/W7128165235.grobid-xml"},"referenced_works_count":93,"referenced_works":["https://openalex.org/W58119669","https://openalex.org/W1276866904","https://openalex.org/W1503905930","https://openalex.org/W1511558225","https://openalex.org/W1554291173","https://openalex.org/W1654892695","https://openalex.org/W1739460100","https://openalex.org/W1963845305","https://openalex.org/W1965193994","https://openalex.org/W1996411355","https://openalex.org/W2023640583","https://openalex.org/W2058619762","https://openalex.org/W2062472769","https://openalex.org/W2093880646","https://openalex.org/W2096178388","https://openalex.org/W2120027789","https://openalex.org/W2124344619","https://openalex.org/W2125360619","https://openalex.org/W2125559282","https://openalex.org/W2136922540","https://openalex.org/W2151408086","https://openalex.org/W2255817990","https://openalex.org/W2294044876","https://openalex.org/W2597385105","https://openalex.org/W2799899844","https://openalex.org/W2892380133","https://openalex.org/W2911625174","https://openalex.org/W2947989987","https://openalex.org/W2969928624","https://openalex.org/W3011220001","https://openalex.org/W3014479273","https://openalex.org/W3021644002","https://openalex.org/W3100307207","https://openalex.org/W3118271039","https://openalex.org/W3142805939","https://openalex.org/W3153990350","https://openalex.org/W3164854573","https://openalex.org/W3177667502","https://openalex.org/W3178738300","https://openalex.org/W3185341429","https://openalex.org/W3195577433","https://openalex.org/W3213982912","https://openalex.org/W4205205213","https://openalex.org/W4210300238","https://openalex.org/W4245945393","https://openalex.org/W4246028138","https://openalex.org/W4280523315","https://openalex.org/W4308751002","https://openalex.org/W4309674289","https://openalex.org/W4311354629","https://openalex.org/W4360620450","https://openalex.org/W4360991389","https://openalex.org/W4365512576","https://openalex.org/W4384155299","https://openalex.org/W4385430086","https://openalex.org/W4385567149","https://openalex.org/W4386693657","https://openalex.org/W4387433546","https://openalex.org/W4388482223","https://openalex.org/W4388626886","https://openalex.org/W4388646233","https://openalex.org/W4389359039","https://openalex.org/W4391319559","https://openalex.org/W4391648709","https://openalex.org/W4392488972","https://openalex.org/W4393065402","https://openalex.org/W4394013174","https://openalex.org/W4394591918","https://openalex.org/W4395096040","https://openalex.org/W4396605295","https://openalex.org/W4396814749","https://openalex.org/W4399273485","https://openalex.org/W4401416363","https://openalex.org/W4402290389","https://openalex.org/W4402919928","https://openalex.org/W4403145483","https://openalex.org/W4403203873","https://openalex.org/W4404355908","https://openalex.org/W4406491495","https://openalex.org/W4406728221","https://openalex.org/W4406800520","https://openalex.org/W4409374430","https://openalex.org/W4409737900","https://openalex.org/W4410049680","https://openalex.org/W4410636932","https://openalex.org/W4410929991","https://openalex.org/W4413427262","https://openalex.org/W4413478458","https://openalex.org/W4413745419","https://openalex.org/W4413994862","https://openalex.org/W4414199207","https://openalex.org/W4415260043","https://openalex.org/W4415796769"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Multi-agent":[1],"artificial":[2],"intelligence":[3],"(MAAI)":[4],"represents":[5],"a":[6,61,69,102,142],"foundational":[7],"shift":[8],"in":[9,32],"the":[10,47,90],"automation":[11],"of":[12,22,50,73,96],"knowledge":[13],"work,":[14,151],"moving":[15],"beyond":[16],"static":[17],"workflows":[18],"toward":[19],"adaptive":[20],"systems":[21],"interacting":[23],"AI-based":[24],"agents.":[25],"These":[26],"agents":[27],"perceive,":[28],"reason,":[29],"and":[30,56,78,84,93,100,107,127,135,153],"coordinate":[31],"real":[33],"time":[34],"to":[35,105],"address":[36],"complex,":[37],"context-rich":[38],"tasks":[39],"that":[40,65],"traditionally":[41],"require":[42],"human":[43],"expertise.":[44],"Drawing":[45],"on":[46,120],"conceptual":[48],"roots":[49],"process":[51],"automation,":[52],"agentic":[53],"information":[54],"systems,":[55],"AI,":[57],"this":[58],"paper":[59],"introduces":[60],"structured,":[62],"five-component":[63],"framework":[64,88,113],"conceptualizes":[66],"MAAI":[67,149],"as":[68,132],"layered":[70],"architecture":[71],"composed":[72],"foundation":[74,143],"model,":[75],"data-centric":[76],"perception":[77],"action,":[79],"dynamic":[80],"orchestration,":[81],"agent-integrated":[82],"workflow,":[83],"interaction":[85],"interface.":[86],"This":[87],"disentangles":[89],"technical,":[91],"organizational,":[92],"human-facing":[94],"dimensions":[95],"MAAI,":[97],"offering":[98],"researchers":[99],"practitioners":[101],"systematic":[103],"lens":[104],"analyze":[106],"design":[108],"agent-based":[109],"AI":[110],"automation.":[111],"The":[112],"further":[114],"structures":[115],"three":[116],"research":[117],"pathways":[118],"focused":[119],"advancing":[121],"technical":[122],"capabilities,":[123],"enabling":[124],"organizational":[125],"integration,":[126],"addressing":[128],"socio-technical":[129],"implications":[130],"such":[131],"fairness,":[133],"accountability,":[134],"labor":[136],"transformation.":[137],"Together,":[138],"these":[139],"contributions":[140],"establish":[141],"for":[144],"interdisciplinary":[145],"inquiry":[146],"into":[147],"how":[148],"reshapes":[150],"coordination,":[152],"digital":[154],"value":[155],"creation.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-02-07T00:00:00"}
