{"id":"https://openalex.org/W7130595588","doi":"https://doi.org/10.1109/fllm67465.2025.11391018","title":"The Agentic Enterprise: A Strategic Analysis of Advanced Agentic Workflows and Collaborative AI","display_name":"The Agentic Enterprise: A Strategic Analysis of Advanced Agentic Workflows and Collaborative AI","publication_year":2025,"publication_date":"2025-11-25","ids":{"openalex":"https://openalex.org/W7130595588","doi":"https://doi.org/10.1109/fllm67465.2025.11391018"},"language":null,"primary_location":{"id":"doi:10.1109/fllm67465.2025.11391018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fllm67465.2025.11391018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 3rd International Conference on Foundation and Large Language Models (FLLM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116722793","display_name":"Kamal Pandey","orcid":"https://orcid.org/0009-0009-1669-4450"},"institutions":[{"id":"https://openalex.org/I887702905","display_name":"TRW Automotive (United States)","ror":"https://ror.org/01jzgmh92","country_code":"US","type":"company","lineage":["https://openalex.org/I887702905"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kamal Pandey","raw_affiliation_strings":["Rivian Automotive Inc,LA,United States of America"],"affiliations":[{"raw_affiliation_string":"Rivian Automotive Inc,LA,United States of America","institution_ids":["https://openalex.org/I887702905"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126379797","display_name":"Anoop Narnag","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149662","display_name":"SurveyMonkey (United States)","ror":"https://ror.org/04p0q7p15","country_code":"US","type":"company","lineage":["https://openalex.org/I4210149662"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anoop Narnag","raw_affiliation_strings":["Rivian Automotive Inc,Palo Alto,United States of America"],"affiliations":[{"raw_affiliation_string":"Rivian Automotive Inc,Palo Alto,United States of America","institution_ids":["https://openalex.org/I4210149662"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5116722793"],"corresponding_institution_ids":["https://openalex.org/I887702905"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.76513482,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.6650999784469604,"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/T10763","display_name":"Digital Transformation in Industry","score":0.6650999784469604,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.07329999655485153,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.06440000236034393,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5332000255584717},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.49160000681877136},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.49070000648498535},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4366999864578247},{"id":"https://openalex.org/keywords/manufacturing","display_name":"Manufacturing","score":0.4187000095844269},{"id":"https://openalex.org/keywords/outsourcing","display_name":"Outsourcing","score":0.38269999623298645},{"id":"https://openalex.org/keywords/operational-excellence","display_name":"Operational excellence","score":0.3458999991416931},{"id":"https://openalex.org/keywords/advanced-manufacturing","display_name":"Advanced manufacturing","score":0.3377000093460083}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5332000255584717},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.49160000681877136},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.49070000648498535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4569999873638153},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4366999864578247},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4244999885559082},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4223000109195709},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.4187000095844269},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.38269999623298645},{"id":"https://openalex.org/C2778597612","wikidata":"https://www.wikidata.org/wiki/Q7097786","display_name":"Operational excellence","level":2,"score":0.3458999991416931},{"id":"https://openalex.org/C77854861","wikidata":"https://www.wikidata.org/wiki/Q4686346","display_name":"Advanced manufacturing","level":2,"score":0.3377000093460083},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3337000012397766},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.30720001459121704},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.2976999878883362},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.2858999967575073},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.2856999933719635},{"id":"https://openalex.org/C154742593","wikidata":"https://www.wikidata.org/wiki/Q6753121","display_name":"Manufacturing operations","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C150189527","wikidata":"https://www.wikidata.org/wiki/Q356674","display_name":"Reference model","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.2712000012397766},{"id":"https://openalex.org/C138897024","wikidata":"https://www.wikidata.org/wiki/Q381001","display_name":"Total quality management","level":3,"score":0.26600000262260437},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.2524999976158142},{"id":"https://openalex.org/C107645774","wikidata":"https://www.wikidata.org/wiki/Q5467169","display_name":"Human resources","level":2,"score":0.2515999972820282}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fllm67465.2025.11391018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fllm67465.2025.11391018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 3rd International Conference on Foundation and Large Language Models (FLLM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.41493621468544006,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1497905638","https://openalex.org/W1993804501","https://openalex.org/W2161396681","https://openalex.org/W4317840310","https://openalex.org/W4399409514","https://openalex.org/W4403503429","https://openalex.org/W4404189181","https://openalex.org/W4408674896","https://openalex.org/W4414115699","https://openalex.org/W6902973793"],"related_works":[],"abstract_inverted_index":{"Traditional":[0],"rule-based":[1],"industrial":[2],"automation":[3,192],"in":[4,15,22,86,127,134,141,174],"Electric":[5],"Vehicle":[6],"(EV)":[7],"and":[8,18,38,66,76,89,98,115,137],"Industry":[9],"4.0":[10],"manufacturing":[11,40,163,172,188],"creates":[12],"critical":[13,84],"bottlenecks":[14],"efficiency,":[16],"adaptability,":[17],"quality":[19,135],"control,":[20],"resulting":[21],"substantial":[23],"operational":[24,92,99,198],"losses.":[25],"To":[26],"address":[27],"this":[28],"rigidity,":[29],"we":[30,69,103],"conducted":[31],"a":[32,45,59,83,90,124,131,138,183],"systematic":[33],"analysis":[34,81],"of":[35,47,170],"1,247":[36],"publications":[37],"342":[39],"use":[41],"cases":[42],"to":[43,193],"establish":[44],"taxonomy":[46],"agentic":[48,87],"systems.":[49],"Empirical":[50],"validation":[51],"was":[52],"performed":[53],"through":[54],"longitudinal":[55],"case":[56],"studies":[57],"with":[58],"tier-1":[60],"EV":[61],"manufacturer":[62],"across":[63],"NA,":[64],"EMEA,":[65],"Asia,":[67],"where":[68],"compared":[70],"traditional":[71],"automation,":[72],"purely":[73,150],"autonomous":[74,151],"systems,":[75,152],"Human-AI":[77],"Collaborative":[78],"approaches.":[79],"Our":[80],"reveals":[82],"fragmentation":[85],"toolkits":[88],"significant":[91],"disconnect":[93],"between":[94],"AI":[95],"governance":[96],"theory":[97],"deployment.":[100],"In":[101],"response,":[102],"developed":[104],"the":[105,168],"Integrated":[106],"Agentic":[107],"Foundry":[108],"(IAF)":[109],"framework,":[110],"which":[111],"integrates":[112],"adaptive":[113,194],"learning":[114],"multi-agent":[116],"coordination.":[117],"This":[118,159],"framework":[119,181],"showed":[120],"remarkable":[121],"improvements,":[122],"including":[123],"34%":[125],"reduction":[126],"unplanned":[128],"downtime":[129],"(p<0.01),":[130],"28%":[132],"decrease":[133],"defects,":[136],"41%":[139],"improvement":[140],"resource":[142],"utilization.":[143],"Notably,":[144],"human-AI":[145],"collaborative":[146],"approaches":[147],"consistently":[148],"outperformed":[149],"proving":[153],"large":[154],"effect":[155],"sizes":[156],"(Cohen's":[157],"d=0.72\u22121.14).":[158],"study":[160],"redefines":[161],"modern":[162],"intelligence":[164],"by":[165],"demonstrating":[166],"that":[167],"future":[169],"smart":[171],"lies":[173],"human":[175],"augmentation,":[176],"not":[177],"replacement.":[178],"The":[179],"IAF":[180],"provides":[182],"comprehensive":[184],"roadmap":[185],"for":[186],"transitioning":[187],"ecosystems":[189],"from":[190],"rigid":[191],"intelligence,":[195],"enabling":[196],"unprecedented":[197],"excellence.":[199]},"counts_by_year":[],"updated_date":"2026-02-20T17:44:18.066148","created_date":"2026-02-20T00:00:00"}