{"id":1354,"date":"2012-11-19T12:27:40","date_gmt":"2012-11-19T12:27:40","guid":{"rendered":"http:\/\/alcantara.pro.br\/portal\/2012\/11\/19\/fisco-aposta-em-tecnologia-para-barrar-novas-fraudes\/"},"modified":"2024-12-17T16:43:19","modified_gmt":"2024-12-17T16:43:19","slug":"fisco-aposta-em-tecnologia-para-barrar-novas-fraudes","status":"publish","type":"post","link":"https:\/\/alcantara.pro.br\/portal\/2012\/11\/19\/fisco-aposta-em-tecnologia-para-barrar-novas-fraudes\/","title":{"rendered":"Fisco aposta em tecnologia para barrar novas fraudes"},"content":{"rendered":"

HELTON SIM\u00d5ES GOMES
\nCOLABORA\u00c7\u00c3O PARA A FOLHA
\nFolha de S.Paulo<\/a><\/span><\/span><\/p>\n

Nasceu na tela de um computador os ind\u00edcios que levaram \u00e0 megaopera\u00e7\u00e3o do Fisco paulista que suspendeu a inscri\u00e7\u00e3o estadual de, ao todo, 352 empresas e congelou mais de R$ 660 milh\u00f5es em ICMS sem registro.<\/span><\/p>\n

Realizada em duas partes (uma em setembro, outra na \u00faltima semana), a opera\u00e7\u00e3o Quebra-Gelo, que enquadrou companhias emissoras de notas fiscais frias, foi baseada em suspeitas que nasceram do cruzamento de dados feito pela tecnologia apelidada de “Minority Report”.<\/span><\/p>\n

A ferramenta aponta os contribuintes que j\u00e1 cometerem fraudes ou sonegaram e os mais propensos a isso -da\u00ed a rela\u00e7\u00e3o ao filme estrelado por Tom Cruise sobre um sistema que podia prever os crimes antes de ocorrerem.<\/span><\/p>\n

“Com ela [a tecnologia], voc\u00ea manipula os dados sobre o passado para descobrir correla\u00e7\u00f5es com comportamentos fraudulentos e de desvios de conduta”, diz Victor Hugo Margraf, diretor de vendas para governo da SAS, companhia que cria esses sistemas.<\/span><\/p>\n

Al\u00e9m de pegar fraudadores, elas preveem com mais assertividade a arrecada\u00e7\u00e3o e flagram inadimplentes.<\/span><\/p>\n

\"\"<\/a><\/p>\n

AN\u00c1LISE DE DADOS<\/strong>
\nMinas Gerais e Paran\u00e1, al\u00e9m de S\u00e3o Paulo, j\u00e1 utilizam ferramentas de intelig\u00eancia para an\u00e1lise de grandes massas de dados: “Big Data”.<\/span><\/p>\n

“S\u00f3 da Nota Fiscal Paulista j\u00e1 temos 15 bilh\u00f5es de documentos armazenados”, diz Evandro Luiz Alpoin Freire, coordenador de planejamento estrat\u00e9gico e moderniza\u00e7\u00e3o fazend\u00e1ria da Secretaria da Fazenda paulista (Sefaz).<\/span><\/p>\n

Por dia, o Paran\u00e1 recebe 700 mil notas fiscais eletr\u00f4nicas, e Minas, 800 mil.<\/span><\/p>\n

As Fazendas estaduais s\u00e3o um prato cheio para ferramentas como essas, pois armazenam dados de arrecada\u00e7\u00e3o de impostos como ICMS e IPVA, de vendas feitas por empresas e registradas em notas fiscais eletr\u00f4nicas e at\u00e9 da circula\u00e7\u00e3o de cargas.<\/span><\/p>\n

Elas formam o chamado banco estruturado, no qual ocorre a “minera\u00e7\u00e3o de dados” que forma os padr\u00f5es de comportamento tribut\u00e1rio -e os subsequentes desvios.<\/span><\/p>\n

As secretarias contam ainda com ajuda externa. Na opera\u00e7\u00e3o Cart\u00e3o Vermelho, empresas de cart\u00f5es de cr\u00e9dito enviaram as movimenta\u00e7\u00f5es de suspeitos \u00e0 Sefaz-SP.<\/span><\/p>\n

Os sistemas n\u00e3o fazem tudo, mas apontam os pontos para as secretarias concentrarem os parcos agentes de investiga\u00e7\u00e3o. “Hoje, quando apuramos alguma irregularidade, dificilmente deixamos de achar alguma coisa”, diz Freire, da Sefaz-SP.<\/span><\/p>\n

Os sistemas operam mais rapidamente sob novos programas de incentivo fiscal, com menos chance de deixar brechas na arrecada\u00e7\u00e3o.<\/span><\/p>\n

“O momento macroecon\u00f4mico desfavor\u00e1vel \u00e0 arrecada\u00e7\u00e3o leva as secretarias a fazerem mais e melhor com menos”, diz Carlos Bokos, diretor de governo da Teradata, companhia de tecnologia fornecedora da Sefaz-PR.<\/span><\/p>\n

\n

Imagem:\u00a0Editoria de Arte\/Folhapress<\/span><\/span><\/p>\n

\n","protected":false},"excerpt":{"rendered":"

HELTON SIM\u00d5ES GOMES COLABORA\u00c7\u00c3O PARA A FOLHA Folha de S.Paulo Nasceu na tela de um<\/p>\n","protected":false},"author":1,"featured_media":11177,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[56,124,238,244,241],"tags":[],"class_list":["post-1354","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-c49-crimes-tributarios","category-inteligencia-fiscal","category-minas-gerais","category-parana","category-sao-paulo"],"yoast_head":"\nFisco aposta em tecnologia para barrar novas fraudes - Prof. Alexandre Alcantara<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/alcantara.pro.br\/portal\/2012\/11\/19\/fisco-aposta-em-tecnologia-para-barrar-novas-fraudes\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Fisco aposta em tecnologia para barrar novas fraudes - 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