{"id":"https://openalex.org/W7152507049","doi":"https://doi.org/10.1109/icecet63943.2025.11472138","title":"Findings from Building AI Risk Mitigation Platform for Enterprise-Grade Solutions","display_name":"Findings from Building AI Risk Mitigation Platform for Enterprise-Grade Solutions","publication_year":2025,"publication_date":"2025-07-03","ids":{"openalex":"https://openalex.org/W7152507049","doi":"https://doi.org/10.1109/icecet63943.2025.11472138"},"language":null,"primary_location":{"id":"doi:10.1109/icecet63943.2025.11472138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472138","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","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/A5133298261","display_name":"Vernika Samadhiya","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155684","display_name":"Genpact (United States)","ror":"https://ror.org/051n93m20","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155684"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vernika Samadhiya","raw_affiliation_strings":["Genpact,AI Practice,Bengaluru,India"],"affiliations":[{"raw_affiliation_string":"Genpact,AI Practice,Bengaluru,India","institution_ids":["https://openalex.org/I4210155684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133263152","display_name":"Ram Sagar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155684","display_name":"Genpact (United States)","ror":"https://ror.org/051n93m20","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155684"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ram Sagar","raw_affiliation_strings":["Genpact,AI Practice,Bengaluru,India"],"affiliations":[{"raw_affiliation_string":"Genpact,AI Practice,Bengaluru,India","institution_ids":["https://openalex.org/I4210155684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133243850","display_name":"Megha Sinha","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155684","display_name":"Genpact (United States)","ror":"https://ror.org/051n93m20","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155684"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Megha Sinha","raw_affiliation_strings":["Genpact,AI Practice,Bengaluru,India"],"affiliations":[{"raw_affiliation_string":"Genpact,AI Practice,Bengaluru,India","institution_ids":["https://openalex.org/I4210155684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133248247","display_name":"Sreekanth Menon","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sreekanth Menon","raw_affiliation_strings":["Genpact,Bengaluru,India"],"affiliations":[{"raw_affiliation_string":"Genpact,Bengaluru,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5133298261"],"corresponding_institution_ids":["https://openalex.org/I4210155684"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.85004732,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.08730000257492065,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.08730000257492065,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.03840000182390213,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.03180000185966492,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"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/risk-management","display_name":"Risk management","score":0.4178999960422516},{"id":"https://openalex.org/keywords/risk-assessment","display_name":"Risk assessment","score":0.31679999828338623},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2953000068664551},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.28760001063346863}],"concepts":[{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.47929999232292175},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4250999987125397},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.4178999960422516},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.31679999828338623},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3118000030517578},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2953000068664551},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.28760001063346863},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2612999975681305},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.2540999948978424},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.24979999661445618}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecet63943.2025.11472138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472138","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5982344746589661,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W4360995249","https://openalex.org/W4396523569","https://openalex.org/W4401110728","https://openalex.org/W4402043034","https://openalex.org/W4403212614","https://openalex.org/W4406376113","https://openalex.org/W4408666990"],"related_works":[],"abstract_inverted_index":{"Deploying":[0],"AI":[1,9,31,64,88,124,133,156],"solutions":[2],"responsibly":[3],"is":[4],"critical,":[5],"especially":[6],"for":[7,51,87],"generative":[8],"applications":[10],"in":[11,26,151,162],"consumer-facing":[12],"industries":[13],"like":[14],"banking,":[15],"healthcare,":[16],"and":[17,38,57,72,99,127,139,154],"other":[18],"such":[19],"high-risk":[20],"domains.":[21],"Enterprises":[22],"face":[23,164],"significant":[24],"challenges":[25,56,101],"mitigating":[27],"risks":[28],"associated":[29],"with":[30,136],"adoption,":[32],"including":[33],"regulatory":[34,100],"compliance,":[35,126],"model":[36],"robustness,":[37],"ethical":[39],"considerations.":[40],"This":[41,110],"paper":[42,111],"presents":[43],"findings":[44,143],"from":[45],"developing":[46,152],"a":[47,62,67,74,115],"risk":[48,69,128],"mitigation":[49,129],"platform":[50],"enterprise":[52,137],"AI,":[53],"highlighting":[54],"key":[55],"best":[58],"practices.":[59],"By":[60],"formulating":[61],"responsible":[63],"framework,":[65],"leveraging":[66],"structured":[68],"assessment":[70],"approach,":[71],"integrating":[73],"penalty-based":[75],"disclosure":[76],"mechanism,":[77],"we":[78,92],"offer":[79],"insights":[80],"that":[81,102,132,159],"can":[82],"help":[83],"organizations":[84],"better":[85],"prepare":[86],"solution":[89],"deployment.":[90],"Furthermore,":[91],"explore":[93],"the":[94,120,163],"intersection":[95],"of":[96,123,165],"technical,":[97],"ethical,":[98],"enterprises":[103,150],"must":[104],"navigate":[105],"while":[106,130],"implementing":[107],"AI-driven":[108],"solutions.":[109],"aims":[112],"to":[113,118,148],"provide":[114],"practical":[116],"approach":[117],"balancing":[119],"competing":[121],"priorities":[122],"performance,":[125],"ensuring":[131],"systems":[134],"align":[135],"goals":[138],"societal":[140],"expectations.":[141],"The":[142],"presented":[144],"here":[145],"are":[146],"intended":[147],"guide":[149],"scalable":[153],"adaptable":[155],"governance":[157],"frameworks":[158],"remain":[160],"resilient":[161],"rapid":[166],"technological":[167],"advancements.":[168]},"counts_by_year":[],"updated_date":"2026-04-11T06:13:24.991567","created_date":"2026-04-10T00:00:00"}