{"id":"https://openalex.org/W7204196373","doi":"https://doi.org/10.63125/kfn5w488","title":"Artificial Intelligence-Augmented ERP Systems: A Systematic Review of Predictive Analytics Integration for Real-Time Financial Decision-Making","display_name":"Artificial Intelligence-Augmented ERP Systems: A Systematic Review of Predictive Analytics Integration for Real-Time Financial Decision-Making","publication_year":2026,"publication_date":"2026-04-01","ids":{"openalex":"https://openalex.org/W7204196373","doi":"https://doi.org/10.63125/kfn5w488"},"language":"en","primary_location":{"id":"doi:10.63125/kfn5w488","doi":"https://doi.org/10.63125/kfn5w488","is_oa":true,"landing_page_url":"https://doi.org/10.63125/kfn5w488","pdf_url":"https://ajdsa-journal.org/index.php/ajdsa/article/download/84/84","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"American Journal of Data Science and Analytics","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ajdsa-journal.org/index.php/ajdsa/article/download/84/84","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018279576","display_name":"Abdullah Al Maruf","orcid":"https://orcid.org/0000-0001-5610-5483","observed_orcids":["https://orcid.org/0000-0001-5610-5483"]},"institutions":[{"id":"https://openalex.org/I177898655","display_name":"Lamar University","ror":"https://ror.org/008ms5s18","country_code":"US","type":"education","lineage":["https://openalex.org/I177898655"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Abdullah Al Maruf","raw_affiliation_strings":["Master of Science in Management Information Systems, Lamar University, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Master of Science in Management Information Systems, Lamar University, Texas, USA","institution_ids":["https://openalex.org/I177898655"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5018279576"],"corresponding_institution_ids":["https://openalex.org/I177898655"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"07","issue":"04","first_page":"191","last_page":"225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11938","display_name":"ERP Systems Implementation and Impact","score":0.9014000296592712,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11938","display_name":"ERP Systems Implementation and Impact","score":0.9014000296592712,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.07180000096559525,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.013899999670684338,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.7670000195503235},{"id":"https://openalex.org/keywords/enterprise-resource-planning","display_name":"enterprise resource planning","score":0.9670000076293945},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"predictive analytics","score":0.9229999780654907},{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.9909999966621399},{"id":"https://openalex.org/keywords/ai-governance","display_name":"AI governance","score":0.6019999980926514},{"id":"https://openalex.org/keywords/explainability","display_name":"explainability","score":0.8029999732971191},{"id":"https://openalex.org/keywords/trust-in-ai","display_name":"trust in AI","score":0.890999972820282},{"id":"https://openalex.org/keywords/intelligent-process-automation","display_name":"intelligent process automation","score":0.5690000057220459},{"id":"https://openalex.org/keywords/enterprise-information-systems","display_name":"enterprise information systems","score":0.6179999709129333}],"concepts":[{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.5496000051498413},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5389999747276306},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5320000052452087},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5070000290870667},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.477400004863739},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.47440001368522644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4296000003814697},{"id":"https://openalex.org/C2780871342","wikidata":"https://www.wikidata.org/wiki/Q7883752","display_name":"Underpinning","level":2,"score":0.4172999858856201},{"id":"https://openalex.org/C2777960535","wikidata":"https://www.wikidata.org/wiki/Q131508","display_name":"Enterprise resource planning","level":2,"score":0.41290000081062317},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.35010001063346863},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.33219999074935913},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.32199999690055847},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.3172000050544739},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3151000142097473},{"id":"https://openalex.org/C61904560","wikidata":"https://www.wikidata.org/wiki/Q1148359","display_name":"Grey literature","level":3,"score":0.31220000982284546},{"id":"https://openalex.org/C48243021","wikidata":"https://www.wikidata.org/wiki/Q932522","display_name":"Strategic planning","level":2,"score":0.3109000027179718},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.30300000309944153},{"id":"https://openalex.org/C86275758","wikidata":"https://www.wikidata.org/wiki/Q376657","display_name":"Strategic management","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.29989999532699585},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.28600001335144043},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.27900001406669617},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.27559998631477356},{"id":"https://openalex.org/C121087249","wikidata":"https://www.wikidata.org/wiki/Q546395","display_name":"Emerging markets","level":2,"score":0.275299996137619},{"id":"https://openalex.org/C65986115","wikidata":"https://www.wikidata.org/wiki/Q1135904","display_name":"Strategic information system","level":4,"score":0.2703999876976013},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2572999894618988},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.2572999894618988},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.25679999589920044},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2547999918460846},{"id":"https://openalex.org/C139043278","wikidata":"https://www.wikidata.org/wiki/Q837171","display_name":"Financial services","level":2,"score":0.2535000145435333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.63125/kfn5w488","doi":"https://doi.org/10.63125/kfn5w488","is_oa":true,"landing_page_url":"https://doi.org/10.63125/kfn5w488","pdf_url":"https://ajdsa-journal.org/index.php/ajdsa/article/download/84/84","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"American Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.63125/kfn5w488","doi":"https://doi.org/10.63125/kfn5w488","is_oa":true,"landing_page_url":"https://doi.org/10.63125/kfn5w488","pdf_url":"https://ajdsa-journal.org/index.php/ajdsa/article/download/84/84","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"American Journal of Data Science and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204196373.pdf","grobid_xml":"https://content.openalex.org/works/W7204196373.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W2053658073","https://openalex.org/W2340139852","https://openalex.org/W3118615836","https://openalex.org/W3153827475","https://openalex.org/W4297347671","https://openalex.org/W4319985541","https://openalex.org/W4377970524","https://openalex.org/W4385452370","https://openalex.org/W4387456820","https://openalex.org/W4391319559","https://openalex.org/W4401011076","https://openalex.org/W4403540183","https://openalex.org/W4407424444","https://openalex.org/W4409346681","https://openalex.org/W4409406482","https://openalex.org/W4410462232","https://openalex.org/W4410732070","https://openalex.org/W4411036507","https://openalex.org/W4411152968","https://openalex.org/W4413579665","https://openalex.org/W4414074999","https://openalex.org/W7125496330","https://openalex.org/W7127042614","https://openalex.org/W7128788992","https://openalex.org/W7130383878","https://openalex.org/W7160284155","https://openalex.org/W7162001664","https://openalex.org/W7162254251","https://openalex.org/W7162660564","https://openalex.org/W7162999288","https://openalex.org/W7164339685","https://openalex.org/W7165011391","https://openalex.org/W7165135458","https://openalex.org/W7165178299","https://openalex.org/W7166129553","https://openalex.org/W7167688035","https://openalex.org/W7168262757","https://openalex.org/W7168300217","https://openalex.org/W7169520269","https://openalex.org/W7169612239","https://openalex.org/W7169790271","https://openalex.org/W7169802183","https://openalex.org/W7169805274","https://openalex.org/W7170042829","https://openalex.org/W7170090645","https://openalex.org/W7171445811","https://openalex.org/W7171460125","https://openalex.org/W7171552416","https://openalex.org/W7171665914","https://openalex.org/W7171704020","https://openalex.org/W7171708903","https://openalex.org/W7171788439","https://openalex.org/W7172208358","https://openalex.org/W7172228797","https://openalex.org/W7202277093","https://openalex.org/W7202297592","https://openalex.org/W7202346904","https://openalex.org/W7202354916","https://openalex.org/W7202366232","https://openalex.org/W7203604929"],"related_works":["https://openalex.org/W7162254251","https://openalex.org/W7204771501","https://openalex.org/W7166831180","https://openalex.org/W6967789388","https://openalex.org/W7161554111","https://openalex.org/W7134196237","https://openalex.org/W6949565056","https://openalex.org/W4406138508","https://openalex.org/W7163488318","https://openalex.org/W3184370479"],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"(AI),":[2],"together":[3],"with":[4,97,158],"emerging":[5,116],"digital":[6],"technologies,":[7],"is":[8,252],"increasingly":[9],"transforming":[10],"Enterprise":[11],"Resource":[12],"Planning":[13],"(ERP)":[14],"systems":[15,33,257,290],"by":[16,258,285],"reshaping":[17],"organizational":[18,293],"operations,":[19],"decision-making":[20],"processes,":[21,294],"and":[22,47,66,90,118,123,139,177,228,240,265,282,297,300,303],"strategic":[23,242,304],"planning.":[24],"The":[25,107,187,247],"rapid":[26],"adoption":[27],"of":[28,50,64,78,82,112,152,165,174],"AI":[29,83,92,230,251],"within":[30,94],"enterprise":[31,271,279],"information":[32],"has":[34],"generated":[35],"substantial":[36],"scholarly":[37],"interest":[38],"in":[39,155,171,183,212,218],"AI-enabled":[40,288],"ERP":[41,256,289],"environments.":[42,272],"Nevertheless,":[43],"a":[44,60,195],"more":[45],"comprehensive":[46],"systematic":[48,61],"understanding":[49],"this":[51,133,191,208,219],"evolving":[52],"research":[53,121,234,281],"domain":[54],"remains":[55],"necessary.":[56],"This":[57],"study":[58],"conducts":[59],"literature":[62],"review":[63,108,189,209],"academic":[65,137],"grey":[67],"literature,":[68,167],"following":[69],"the":[70,76,110,166,204,213,222,232],"PRISMA":[71],"2020":[72],"framework,":[73],"to":[74],"examine":[75],"integration":[77],"three":[79],"major":[80],"categories":[81],"technologies":[84],"\u2014":[85,93],"generative":[86,229],"AI,":[87,89],"analytics":[88,102],"automation":[91],"business":[95],"organizations,":[96],"particular":[98],"emphasis":[99],"on":[100],"predictive":[101,226,263],"for":[103,132,162,203,278],"real-time":[104],"financial":[105],"decision-making.":[106],"traces":[109],"development":[111],"AI\u2013ERP":[113,156],"research,":[114,157],"identifies":[115],"trends,":[117],"highlights":[119],"important":[120,130,276],"gaps":[122],"future":[124],"directions.":[125],"Existing":[126],"bibliometric":[127,199],"evidence":[128,192,248],"provides":[129],"context":[131],"synthesis:":[134],"analyzing":[135],"183":[136],"publications":[138],"35":[140],"industry":[141],"documents,":[142],"Hurbean":[143],"et":[144],"al.":[145],"(2026)":[146],"report":[147],"an":[148],"annual":[149],"growth":[150],"rate":[151],"approximately":[153,172],"11.3%":[154],"automation-related":[159],"studies":[160],"accounting":[161],"roughly":[163],"41%":[164],"positive":[168],"impacts":[169],"reported":[170,211],"93%":[173],"reviewed":[175],"studies,":[176],"ethical":[178],"or":[179],"governance-related":[180],"issues":[181],"addressed":[182],"fewer":[184],"than":[185,198,217],"2%.":[186],"present":[188],"extends":[190],"base":[193],"through":[194],"thematic":[196],"rather":[197,216],"synthesis;":[200],"record":[201],"counts":[202],"database":[205],"search":[206],"underpinning":[207],"are":[210],"Methodology":[214],"section":[215],"abstract.":[220],"Overall,":[221],"findings":[223],"identify":[224],"automation,":[225],"analytics,":[227],"as":[231],"principal":[233],"themes,":[235],"while":[236],"trust,":[237],"governance,":[238],"explainability,":[239],"long-term":[241],"implications":[243,277],"remain":[244],"insufficiently":[245],"explored.":[246],"suggests":[249],"that":[250],"fundamentally":[253],"extending":[254],"conventional":[255],"introducing":[259],"greater":[260],"autonomy,":[261],"adaptability,":[262],"intelligence,":[264],"intelligent":[266],"process":[267],"capabilities":[268],"into":[269],"integrated":[270],"These":[273],"developments":[274],"have":[275],"information-systems":[280],"practice,":[283],"particularly":[284],"demonstrating":[286],"how":[287],"can":[291],"strengthen":[292],"facilitate":[295],"timely":[296],"data-driven":[298],"decision-making,":[299],"improve":[301],"operational":[302],"performance.":[305]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-08-26T00:00:00"}
