{"id":84915,"date":"2026-04-14T09:21:11","date_gmt":"2026-04-14T09:21:11","guid":{"rendered":"https:\/\/transportjournal.com\/2026\/04\/14\/oportunidades-e-riscos-da-ia-na-alfandega\/"},"modified":"2026-04-14T11:39:41","modified_gmt":"2026-04-14T09:39:41","slug":"oportunidades-e-riscos-da-ia-na-alfandega","status":"publish","type":"post","link":"https:\/\/transportjournal.com\/pt-pt\/2026\/04\/14\/oportunidades-e-riscos-da-ia-na-alfandega\/","title":{"rendered":"Oportunidades e Riscos da IA na Alf\u00e2ndega"},"content":{"rendered":"<p>A crescente utiliza\u00e7\u00e3o de Intelig\u00eancia Artificial (IA) na \u00e1rea de alf\u00e2ndega e conformidade traz tanto oportunidades quanto riscos. De acordo com uma pesquisa recente do Customs Support Group (CSG) entre 200 fabricantes europeus, 20% das empresas j\u00e1 utilizam sistemas baseados em IA para lidar com os complexos requisitos do despacho aduaneiro. Apesar desses avan\u00e7os, h\u00e1 uma discrep\u00e2ncia clara entre a utiliza\u00e7\u00e3o e a confian\u00e7a nessas tecnologias. Muitas empresas acreditam que a IA pode ser \u00fatil, mas n\u00e3o \u00e9 suficientemente confi\u00e1vel para assumir a responsabilidade por processos aduaneiros cr\u00edticos.<\/p>\n<h3>Desafios devido a erros de IA<\/h3>\n<p>Bee Newboult, Head of Regional Marketing &amp; Expansion do Customs Support Group, aponta que um problema central na aplica\u00e7\u00e3o de IA na \u00e1rea aduaneira s\u00e3o as chamadas &#8222;alucina\u00e7\u00f5es&#8220; e explica: &#8222;Essas s\u00e3o sa\u00eddas plaus\u00edveis, mas falsas, geradas por modelos de IA.&#8220; Um exemplo disso \u00e9 uma consulta de profissionais da International Meat Trade Association (IMTA), que perguntaram a um modelo de IA se era legal exportar p\u00e9s de frango do Reino Unido para a China. O modelo respondeu erroneamente com &#8222;sim&#8220;. Esses erros podem levar a atrasos e penalidades na fronteira, o que ressalta a necessidade de supervis\u00e3o humana.<\/p>\n<p>Newboult: &#8222;As causas dessas alucina\u00e7\u00f5es s\u00e3o variadas. Por um lado, os dados utilizados para treinar os modelos podem conter contradi\u00e7\u00f5es ou informa\u00e7\u00f5es incompletas. Por outro lado, grandes modelos de linguagem s\u00e3o projetados para prever probabilidades, em vez de fornecer respostas exatas. Quando os dados de treinamento n\u00e3o s\u00e3o claros, o modelo preenche as lacunas com informa\u00e7\u00f5es que parecem plaus\u00edveis, mas s\u00e3o falsas.&#8220;<\/p>\n<h3>O papel da expertise humana<\/h3>\n<p>A pesquisa do CSG mostra que as empresas na Europa adotam uma abordagem cautelosa na implementa\u00e7\u00e3o de IA na conformidade aduaneira. Os n\u00fameros indicam que muitas empresas est\u00e3o experimentando inicialmente, em vez de adotar a IA imediatamente. A precis\u00e3o da classifica\u00e7\u00e3o e a responsabilidade por requisitos regulat\u00f3rios t\u00eam prioridade para muitas empresas em rela\u00e7\u00e3o \u00e0 automa\u00e7\u00e3o.<\/p>\n<p>&#8222;Apesar do crescente interesse em ferramentas aduaneiras baseadas em IA, \u00e9 importante que as empresas utilizem essas tecnologias de forma respons\u00e1vel&#8220;, enfatiza Newboult. Formula\u00e7\u00f5es claras e revis\u00f5es cuidadosas dos resultados s\u00e3o cruciais para aproveitar os benef\u00edcios da IA enquanto se minimizam os riscos. Embora as ferramentas de IA sejam capazes de automatizar muitos passos manuais no processo de despacho aduaneiro, a expertise humana continua sendo indispens\u00e1vel. O sucesso na estrat\u00e9gia aduaneira ainda depende da combina\u00e7\u00e3o entre tecnologia de IA e conhecimento humano.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.customssupport.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">www.customssupport.com<\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A utiliza\u00e7\u00e3o de Intelig\u00eancia Artificial na \u00e1rea aduaneira oferece oportunidades, mas requer expertise humana para minimizar riscos e erros.<\/p>\n","protected":false},"author":12,"featured_media":84910,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1623,1617],"tags":[38433,38434,38435,38436,38437,38438,38439,38440,38441,38442,38443,22771,38444,22772,38445,38446,38447,38448,38449,38450,38451,38452,38453,38454,38455,38456,38457,38458,38459,38460,38461,38462,38463,38464,38465,38466,38467,38468,38469,38470,38471,38472,38473,38474,38475,38476,38477,38478,38479,38480,38481,38482,38483,22802,38484,38485,38486,38487],"class_list":["post-84915","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-europa","category-expedicao-e-logistica","tag-ai-and-human-oversight-francais-intelligence-artificielle-douanes","tag-ai-hallucinations","tag-ai-in-customs","tag-ai-in-supply-chain-management","tag-ai-technologies-in-trade","tag-ai-powered-systems","tag-automate-customs-processes","tag-automatiser-les-processus-douaniers","tag-avoid-customs-errors","tag-challenges-ai-in-customs","tag-chancen-und-risiken-ki","tag-conformite-douaniere","tag-customs-clearance-with-ai","tag-customs-compliance","tag-customs-strategies","tag-data-quality-ai","tag-datenqualitaet-ki","tag-dedouanement-avec-ia","tag-defis-ia-dans-les-douanes","tag-deutsch-kuenstliche-intelligenz-zoll","tag-digital-transformation-customs","tag-digitale-transformation-zoll","tag-entreprises-manufacturieres-europeennes-douanes","tag-europaeische-fertigungsunternehmen-zoll","tag-european-manufacturing-companies-customs","tag-eviter-les-erreurs-douanieres","tag-exigences-reglementaires-douanes","tag-expertise-humaine-douanes","tag-hallucinations-ia","tag-halluzinationen-ki","tag-herausforderungen-ki-im-zoll","tag-human-expertise-customs","tag-ia-dans-la-gestion-de-la-chaine-dapprovisionnement","tag-ia-dans-les-douanes","tag-ia-et-supervision-humaine","tag-ki-im-supply-chain-management","tag-ki-im-zoll","tag-ki-technologien-im-handel","tag-ki-und-menschliche-aufsicht-english-artificial-intelligence-customs","tag-ki-gestuetzte-systeme","tag-menschliche-expertise-zoll","tag-opportunites-et-risques-ia","tag-opportunities-and-risks-ai","tag-qualite-des-donnees-ia","tag-regulatorische-anforderungen-zoll","tag-regulatory-requirements-customs","tag-responsabilite-ia-douanes","tag-responsibility-ai-customs","tag-strategies-douanieres","tag-systemes-alimentes-par-ia","tag-technologies-ia-dans-le-commerce","tag-transformation-numerique-douanes","tag-verantwortung-ki-zoll","tag-zoll-compliance","tag-zollabwicklung-mit-ki","tag-zollfehler-vermeiden","tag-zollprozesse-automatisieren","tag-zollstrategien"],"acf":[],"yoast_head":"<!-- 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