{"id":"https://openalex.org/W7224089331","doi":"https://doi.org/10.5281/zenodo.23741490","title":"The Digital Product Passport: Challenges for SMEs and the Role of AI-Powered Compliance Solutions","display_name":"The Digital Product Passport: Challenges for SMEs and the Role of AI-Powered Compliance Solutions","publication_year":2026,"publication_date":"2026-10-28","ids":{"openalex":"https://openalex.org/W7224089331","doi":"https://doi.org/10.5281/zenodo.23741490"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23741490","doi":"https://doi.org/10.5281/zenodo.23741490","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23741490","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"volume":null,"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23741490","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160005414","display_name":"Kassem Yasmin","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yasmin, Kassem","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5160005414"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.85833962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.31619998812675476,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.31619998812675476,"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/T13616","display_name":"Governance, Compliance, and Sustainability","score":0.23250000178813934,"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/T13164","display_name":"Quality and Management Systems","score":0.1444000005722046,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-product-passport","display_name":"digital product passport","score":0.9570000171661377},{"id":"https://openalex.org/keywords/ecodesign-for-sustainable-products-regulation","display_name":"Ecodesign for Sustainable Products Regulation","score":0.9129999876022339},{"id":"https://openalex.org/keywords/eu-battery-regulation","display_name":"EU Battery Regulation","score":0.8019999861717224},{"id":"https://openalex.org/keywords/small-and-medium-sized-enterprises","display_name":"small and medium-sized enterprises","score":0.8939999938011169},{"id":"https://openalex.org/keywords/interoperability","display_name":"interoperability","score":0.6790000200271606},{"id":"https://openalex.org/keywords/long-term-data-availability","display_name":"long-term data availability","score":0.8610000014305115},{"id":"https://openalex.org/keywords/product-traceability","display_name":"product traceability","score":0.574999988079071},{"id":"https://openalex.org/keywords/regulatory-compliance","display_name":"regulatory compliance","score":0.5519999861717224},{"id":"https://openalex.org/keywords/data-quality","display_name":"data quality","score":0.5929999947547913},{"id":"https://openalex.org/keywords/product-information-management","display_name":"product information management","score":0.5210000276565552},{"id":"https://openalex.org/keywords/battery-passport","display_name":"battery passport","score":0.3230000138282776}],"concepts":[{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6036999821662903},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.5523999929428101},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5471000075340271},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.499099999666214},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49880000948905945},{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.48919999599456787},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4851999878883362},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3926999866962433},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3675000071525574},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.35280001163482666},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.35089999437332153},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.33090001344680786},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.3276999890804291},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.321399986743927},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.2912999987602234},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2791999876499176},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C121615247","wikidata":"https://www.wikidata.org/wiki/Q7247761","display_name":"Product engineering","level":4,"score":0.272599995136261},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.2635999917984009},{"id":"https://openalex.org/C545102676","wikidata":"https://www.wikidata.org/wiki/Q1780667","display_name":"Product management","level":3,"score":0.2635999917984009},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.25699999928474426},{"id":"https://openalex.org/C45135082","wikidata":"https://www.wikidata.org/wiki/Q16960030","display_name":"Product design specification","level":4,"score":0.25459998846054077}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23741490","doi":"https://doi.org/10.5281/zenodo.23741490","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23741490","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5281/zenodo.23741491","doi":"https://doi.org/10.5281/zenodo.23741491","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23741491","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23741490","doi":"https://doi.org/10.5281/zenodo.23741490","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23741490","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":1.0}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7215301635","https://openalex.org/W4413158758","https://openalex.org/W7212796847","https://openalex.org/W7037830593","https://openalex.org/W7212464948","https://openalex.org/W7162732971","https://openalex.org/W7162717040","https://openalex.org/W4415033187","https://openalex.org/W7202233465","https://openalex.org/W7129711515"],"abstract_inverted_index":{"The":[0,125,161,283,363,402,422,554,969,1109,1155,1164,1235,1290],"introduction":[1,274,1104],"of":[2,19,51,76,88,101,133,144,151,275,477,551,600,648,690,724,776,852,893,899,931,963,1002,1086,1098,1105,1182,1231,1300],"the":[3,10,13,23,49,74,85,98,110,130,148,206,217,255,262,272,292,299,357,382,407,412,500,523,552,578,585,598,646,786,817,835,843,857,875,909,946,960,977,998,1060,1103,1124,1134,1153,1177,1180,1268,1298,1315,1352],"Digital":[4,77,207,276,372,417,488,586,765,825,990,1106],"Product":[5,78,208,277,329,373,418,489,587,664,766,927,991,1107],"Passport":[6,374,419,490,588,767,992],"(DPP)":[7],"is":[8,82,212,242,366,380,424,427,480,581,670,1111,1238,1245,1342],"changing":[9],"requirements":[11,54,286,527,837],"for":[12,67,173,195,257,271,279,305,415,513,626,632,656,997,1035,1189,1274,1282],"collection,":[14],"management,":[15,330,333,958],"and":[16,35,42,97,155,245,287,335,354,397,433,455,506,517,536,593,658,695,720,750,760,794,804,823,896,924,959,972,1010,1048,1145,1171,1187,1194,1276,1286,1313],"long-term":[17,99],"availability":[18,100,965,973],"product":[20,90,103,231,281,352,519,524,802,866,1003,1120,1130,1137,1183,1191,1303],"information":[21,223,241,285,340,413,444,502,563,673,698,726,738,777,789,854,889,910,928,964,1192,1209,1347],"within":[22,778],"European":[24,263],"Union.":[25],"Companies":[26,949],"increasingly":[27],"need":[28,459,742,870],"to":[29,57,72,84,176,201,388,460,494,530,557,571,582,671,728,743,871,913,986,1024,1071,1076,1101,1117,1133,1160,1219,1251,1294,1325,1334,1344],"address":[30,122,1295],"structured":[31,888,1129,1284],"data,":[32,895],"interoperable":[33],"formats,":[34,532],"traceability":[36],"throughout":[37,874],"their":[38],"supply":[39,876],"chains.":[40],"Small":[41],"medium-sized":[43,659],"enterprises":[44],"(SMEs),":[45],"in":[46,238,394,406,448,617,712,739,1026,1127,1311],"particular,":[47,740],"face":[48],"challenge":[50,317,580],"meeting":[52],"regulatory":[53,153,737,1006,1040],"without":[55,180,473,1331],"having":[56],"initiate":[58],"extensive":[59],"IT":[60,1037],"projects.":[61,1042],"This":[62,314,482,1197,1358],"article":[63,111],"examines":[64],"key":[65,364],"criteria":[66,652],"evaluating":[68,967],"software":[69,135,639,781,880,1014,1099,1156],"solutions":[70,167],"designed":[71,1100,1250,1343],"support":[73,882],"implementation":[75,150,288,833,1051],"Passports.":[79,1108],"Particular":[80],"attention":[81],"given":[83],"automated":[86,559],"processing":[87,691,1283],"existing":[89,543,614,1119,1139,1346],"documentation,":[91],"supplier":[92,1288],"data":[93,386,436,531,603,683,705,746,918,955,1041,1121,1143,1166,1285],"integration,":[94],"technical":[95,322,808,1142,1353],"interoperability,":[96],"digital":[102,497,1337],"information.":[104,901,1163,1289,1317],"Using":[105],"DPP-Flash":[106,1082,1093,1278,1321],"as":[107,254,441,589,597,772,821,1057,1059,1083],"an":[108,114,558,590,1084,1087,1095,1301],"example,":[109],"explores":[112],"how":[113,239,370,381,1243],"AI-powered":[115,704],"approach":[116,172,1198,1341],"focused":[117],"on":[118,230,291,522,645,816],"simplifying":[119],"workflows":[120],"may":[121,168,319,438,445,451,458,528,827,868,1073],"these":[123],"challenges.":[124],"analysis":[126],"also":[127,1022,1279,1306],"highlights":[128],"why":[129,485],"practical":[131,619,667,710,1023,1329],"suitability":[132],"a":[134,170,191,227,235,267,306,316,371,395,416,474,487,496,601,618,627,637,709,773,779,831,1049,1200,1227,1248,1328,1335],"solution":[136,560,640,1065,1330],"cannot":[137,491,732],"be":[138,361,376,392,439,446,452,461,492,504,511,611,688,770,791,828,840,872,942,983,995,1018,1055,1150,1169],"assessed":[139,841],"solely":[140,644],"by":[141,785,1176,1204,1356],"its":[142,573,932,1078],"range":[143],"features.":[145,650],"Data":[146,408,762,925],"quality,":[147],"actual":[149],"applicable":[152,787,836,978],"requirements,":[154],"operational":[156,193],"reliability":[157],"are":[158,653,810],"equally":[159],"important.":[160],"findings":[162],"suggest":[163,987],"that":[164,216,269,318,341,425,540,561,674,988,1066],"accessible,":[165],"AI-assisted":[166],"offer":[169],"promising":[171],"companies":[174,196,349,675,905,1030,1115,1326],"seeking":[175,1116,1327],"establish":[177],"DPP":[178,634,879],"processes":[179],"unnecessarily":[181],"increasing":[182],"administrative":[183],"complexity.":[184],"1.":[185],"Introduction":[186],"Regulatory":[187],"changes":[188],"often":[189,428,1031],"become":[190],"concrete":[192],"concern":[194],"only":[197,549,908,1017,1263],"when":[198,607,966,1264],"they":[199],"begin":[200,1225],"affect":[202],"established":[203,266],"processes.":[204],"With":[205],"Passport,":[209],"however,":[210,985],"it":[211,426,596,622,731,935,1215,1244,1265],"already":[213,303,420,676,911,1210],"becoming":[214],"apparent":[215],"issue":[218],"goes":[219],"beyond":[220],"adding":[221],"another":[222],"page":[224],"or":[225,756,864,938,1005,1039],"placing":[226],"QR":[228,1185],"code":[229],"packaging.":[232],"It":[233,379,508,715,981,1305],"represents":[234,1094],"broader":[236],"change":[237,957],"product-related":[240,853,1147],"collected,":[243],"organized,":[244],"made":[246],"accessible.":[247],"Through":[248],"Regulation":[249,260,302],"(EU)":[250],"2024/1781,":[251],"commonly":[252],"known":[253],"Ecodesign":[256],"Sustainable":[258],"Products":[259],"(ESPR),":[261],"Union":[264],"has":[265,342],"framework":[268],"provides":[270,304],"gradual":[273],"Passports":[278],"specified":[280],"groups.":[282],"exact":[284],"dates":[289],"depend":[290,643],"relevant":[293,501,807,844,947,1162,1208,1324],"product-specific":[294],"legislation.":[295],"For":[296,348,736],"certain":[297,456],"batteries,":[298],"EU":[300],"Battery":[301],"battery":[307],"passport":[308,1184],"requirement":[309],"from":[310,385,464,701],"18":[311],"February":[312],"2027.":[313],"creates":[315,1260],"initially":[320],"appear":[321],"but":[323,565,1021,1242],"actually":[324],"affects":[325],"several":[326],"business":[327,615,1257],"functions.":[328],"procurement,":[331],"quality":[332],"IT,":[334],"compliance":[336],"must":[337,503,509,790,838,975,993],"work":[338],"with":[339,806,945,1226],"not":[343,368,567,642,769,1016,1239],"necessarily":[344],"been":[345],"organized":[346,393],"consistently.":[347],"managing":[350,1195],"large":[351,722],"portfolios":[353],"numerous":[355],"suppliers,":[356],"resulting":[358,1165],"effort":[359,719,1125],"can":[360,375,391,610,707,716,939,1053,1149,1167],"substantial.":[362],"question":[365],"therefore":[367,547,687,811,869,951,1054,1292],"simply":[369],"generated":[377],"technically.":[378],"entire":[383],"process,":[384],"collection":[387,775],"subsequent":[389],"updates,":[390],"reliable":[396],"economically":[398],"viable":[399],"manner.":[400],"2.":[401],"Real":[403],"Challenge":[404],"Lies":[405],"In":[409,466,575,1255],"many":[410,1205],"companies,":[411],"required":[414,784,970],"exists.":[421],"problem":[423,1202],"distributed":[429],"across":[430,1212],"different":[431,692],"systems":[432],"formats.":[434],"Technical":[435],"sheets":[437,1144],"stored":[440,996],"PDFs,":[442],"material":[443],"maintained":[447],"spreadsheets,":[449],"certificates":[450],"managed":[453],"separately,":[454],"details":[457,752],"requested":[462],"directly":[463],"suppliers.":[465],"some":[467],"cases,":[468],"multiple":[469,1213],"document":[470,693],"versions":[471],"exist":[472],"clear":[475,1044],"indication":[476],"which":[478,697,702,745,751],"one":[479],"current.":[481],"situation":[483],"illustrates":[484],"implementing":[486],"reduced":[493],"creating":[495,1128],"document.":[498],"First,":[499],"identified":[505],"consolidated.":[507],"then":[510,1168],"checked":[512],"completeness,":[514],"accuracy,":[515],"currency,":[516],"correct":[518],"assignment.":[520],"Depending":[521,815],"category,":[525],"additional":[526],"apply":[529],"identification,":[533],"access":[534],"rights,":[535],"registration.":[537],"A":[538,666,764,849,1043,1064],"system":[539],"merely":[541],"makes":[542,1216],"documents":[544],"available":[545,649,912,1136,1193,1233],"online":[546],"addresses":[548,1199],"part":[550],"problem.":[553],"same":[555,999],"applies":[556],"extracts":[562],"quickly":[564],"does":[566,621,1359],"provide":[568,708],"sufficient":[569,1272],"opportunities":[570,1273],"verify":[572],"accuracy.":[574],"my":[576],"view,":[577],"central":[579],"stop":[583],"treating":[584],"isolated":[591],"output":[592],"instead":[594],"understand":[595,744],"result":[599],"continuous":[602],"management":[604],"process.":[605,729,884,1154],"Only":[606],"this":[608,713,883,1091,1319],"process":[609,1052,1269],"integrated":[612,1246],"into":[613,1152,1247],"operations":[616],"way":[620],"create":[623],"lasting":[624,1261],"value":[625,933,1262],"company.":[628],"3.":[629],"Key":[630],"Criteria":[631],"Selecting":[633,636],"Software":[635,685],"suitable":[638],"should":[641,686,768,881,950,1015],"number":[647],"Several":[651],"particularly":[654,1113,1323],"important":[655,812,917,1058],"small":[657],"enterprises.":[660],"3.1":[661],"Processing":[662],"Existing":[663],"Documentation":[665],"starting":[668],"point":[669],"reuse":[672,1220],"possess":[677],"rather":[678,1223],"than":[679,1224,1297],"manually":[680],"entering":[681],"all":[682,1232],"again.":[684],"capable":[689,1020],"types":[694],"showing":[696],"was":[699,747],"extracted":[700,748],"source.":[703],"extraction":[706],"advantage":[711],"context.":[714,1007],"reduce":[717],"manual":[718,1229],"make":[721,1345],"volumes":[723],"unstructured":[725],"easier":[727],"However,":[730],"replace":[733],"professional":[734],"review.":[735],"users":[741],"automatically":[749],"still":[753],"require":[754],"confirmation":[755],"supplementation.":[757],"3.2":[758],"Interoperability":[759],"Standardized":[761],"Formats":[763],"understood":[771],"closed":[774],"single":[780],"platform.":[782],"Where":[783],"legislation,":[788],"structured,":[792],"machine-readable,":[793],"exchangeable":[795],"through":[796],"appropriate":[797],"interfaces.":[798],"Open":[799],"standards,":[800],"unique":[801],"identifiers,":[803],"compatibility":[805],"specifications":[809],"selection":[813],"criteria.":[814],"application,":[818],"technologies":[819],"such":[820,903],"JSON-LD":[822],"GS1":[824],"Link":[826],"relevant.":[829],"Whether":[830],"particular":[832],"meets":[834],"nevertheless":[839],"against":[842],"specifications.":[845],"3.3":[846],"Supplier":[847],"Integration":[848],"significant":[850],"proportion":[851],"originates":[855],"outside":[856],"company":[858],"itself.":[859],"Details":[860],"about":[861],"materials,":[862,1148],"components,":[863],"specific":[865],"characteristics":[867],"collected":[873],"chain.":[877],"Suitable":[878],"Relevant":[885],"capabilities":[886,1174],"include":[887,1179],"requests,":[890],"traceable":[891],"assignment":[892],"incoming":[894],"systematic":[897],"identification":[898],"missing":[900],"Without":[902],"functionality,":[904],"risk":[906],"digitizing":[907],"them":[914],"while":[915,1122,1270,1350],"leaving":[916],"gaps":[919],"unresolved.":[920],"3.4":[921],"Long-Term":[922],"Availability":[923],"Maintenance":[926],"loses":[929],"much":[930],"if":[934],"becomes":[936],"inaccessible":[937],"no":[940],"longer":[941],"clearly":[943],"associated":[944],"product.":[948],"consider":[952],"hosting":[953],"arrangements,":[954],"backup,":[956],"agreed":[961],"duration":[962],"providers.":[968],"retention":[971],"periods":[974],"reflect":[976],"legal":[979],"requirements.":[980],"would":[982],"misleading,":[984],"every":[989],"always":[994],"period,":[1000],"regardless":[1001],"category":[1004],"3.5":[1008],"Usability":[1009],"Economic":[1011],"Feasibility":[1012],"Finally,":[1013],"technically":[1019],"use":[1025,1118],"everyday":[1027,1256],"operations.":[1028],"Smaller":[1029],"lack":[1032],"dedicated":[1033],"teams":[1034],"complex":[1036],"integrations":[1038],"workflow,":[1045],"transparent":[1046],"pricing,":[1047],"manageable":[1050],"just":[1056],"overall":[1061],"feature":[1062],"set.":[1063],"requires":[1067],"disproportionate":[1068],"internal":[1069],"resources":[1070],"implement":[1072],"ultimately":[1074],"fail":[1075],"deliver":[1077],"intended":[1079],"value.":[1080],"4.":[1081],"Example":[1085],"AI-Powered":[1088],"Approach":[1089],"Against":[1090],"background,":[1092],"interesting":[1096,1236],"example":[1097],"simplify":[1102],"platform":[1110,1291],"aimed":[1112],"at":[1114],"reducing":[1123,1351],"involved":[1126,1310],"passports.":[1131],"According":[1132],"publicly":[1135],"information,":[1138],"documents,":[1140,1214],"including":[1141],"other":[1146],"incorporated":[1151],"uses":[1157],"artificial":[1158],"intelligence":[1159],"extract":[1161],"reviewed":[1170],"confirmed.":[1172],"Additional":[1173],"described":[1175],"provider":[1178],"generation":[1181],"codes":[1186],"tools":[1188],"making":[1190],"it.":[1196],"genuine":[1201],"faced":[1203],"companies.":[1206],"When":[1207],"exists":[1211],"economic":[1217],"sense":[1218],"those":[1221],"sources":[1222],"complete":[1228],"re-entry":[1230],"data.":[1234],"aspect":[1237],"AI":[1240],"alone,":[1241],"workflow":[1249],"minimize":[1252],"unnecessary":[1253],"steps.":[1254],"operations,":[1258],"technology":[1259],"genuinely":[1266],"simplifies":[1267],"maintaining":[1271],"verification":[1275],"control.":[1277],"describes":[1280],"functionality":[1281],"incorporating":[1287],"aims":[1293],"more":[1296,1348],"creation":[1299],"individual":[1302],"passport.":[1304],"targets":[1307],"upstream":[1308],"activities":[1309],"collecting":[1312],"consolidating":[1314],"necessary":[1316],"From":[1318],"perspective,":[1320],"appears":[1322],"immediately":[1332],"committing":[1333],"large-scale":[1336],"transformation":[1338],"project.":[1339],"Its":[1340],"useful":[1349],"complexity":[1354],"experienced":[1355],"users.":[1357],"n":[1360]},"counts_by_year":[],"updated_date":"2026-11-02T09:45:03.842371","created_date":"2026-10-29T00:00:00"}
