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form-recognizer
Reconhecedor de Formato do Azure

Acelere a extração de informações a partir de documentos
Extraia rapidamente texto e estrutura dos documentos

O Reconhecedor de Formulários é um serviço de IA que aplica aprendizagem automática avançada para extrair texto, pares chave-valor, tabelas e estruturas de documentos de forma automática e precisa. Transforme documentos em dados utilizáveis e mude o seu foco para agir de acordo com informações em vez de as compilar. Comece com modelos pré-criados ou crie modelos personalizados ajustados aos seus documentos no local e na cloud com o Estúdio do Reconhecedor de Formulários ou o SDK.
Extração de texto simples

Extraia dados com facilidade e organize as informações com as funcionalidades pré-criadas e personalizadas, sem ser necessário qualquer identificação manual.
Resultados personalizados

Obtenha uma saída de dados adaptada aos seus esquemas com a extração personalizada automática e melhore-a com comentários feitos por pessoas.
Implementação flexível

Faça a ingestão de dados na cloud ou no edge e aplique a índices de pesquisa, fluxos de trabalho de automatização de negócios e muito mais.
Segurança incorporada

Confie na privacidade e segurança de nível empresarial aplicadas aos seus dados e a todos os modelos preparados.
Veja as novidades do Azure AI em Compilação
Utilize IA para Criar Fluxos de Trabalho de Processamento de Documentos

Saiba como acelerar os processos da sua empresa ao automatizar a extração de texto com o Reconhecedor de Formulários. Este webinar inclui demonstrações práticas para casos de utilização chave, como processamento de documentos, extração de conhecimentos e personalização de modelos de IA específicos da indústria.
Extrai facilmente texto e estrutura, com uma API REST simples

Extraia texto, pares chave-valor e tabelas com precisão de documentos, formulários, recibos, faturas e cartões de vários tipos sem identificação manual por tipo de documento, codificação intensiva ou manutenção. Utilize os formulários personalizados e as APIs pré-criadas e de esquema do Reconhecedor de Formulários para extrair informações dos seus documentos de forma organizada.
Veja os exemplos seguintes

------------------------------
Key-value pairs
------------------------------
Bill To: Contoso, Ltd
Phone: 432-555-0189
Invoice #: 3-456-2
Fax: 432-555-0123
Invoice Date: 4/14/2019
Email: contoso@example.com
Invoice For: Project 2
Invoice Subtotal: 2,014.00
Tax Rate: 8.75%
Sales Tax: 176.23
Other: 0
Terms: Total due in 90 days. Overdue accounts subject to a service charge of 3% per month.
TOTAL: 2,190.23
------------
Tables
------------
table_0:
Item #: Z4567, Z4568, Z4569, Z4570, Z4571, Z4572, Z4573, Z4574, Z4575, Z4576, Z4577, Z4578
Description: Invoice 3-456-2 Data 1, Invoice 3-456-2 Data 2, Invoice 3-456-2 Data 3, Invoice 3-456-2 Data 4, Invoice 3-456-2 Data 5, Invoice 3-456-2 Data 6, Invoice 3-456-2 Data 7, Invoice 3-456-2 Data 8, Invoice 3-456-2 Data 9, Invoice 3-456-2 Data 10, Invoice 3-456-2 Data 11, Invoice 3-456-2 Data 12
Qty: 39, 40, 30, 40, 10, 5, 70, 25, 5, 80, 65, 44
Unit Price: 5, .00, 4, .00, 6, .00, 7, .00, 4, .00, 8, .00, 6, .00, 4, .00, 7, .00, 1, .00, 7, .00, 1 .00
Discount: __emptycell__, 5, .00, 7, .00, __emptycell__, __emptycell__, __emptycell__, __emptycell__, __emptycell__, 3, .00, __emptycell__, __emptycell__, __emptycell__
Price: 195.00, 155.00, 173.00, 280.00, 40.00, 40.00, 420.00, 100.00, 32.00, 80.00, 455.00, 44.00
{
    "status": "succeeded",
    "createdDateTime": "2020-01-06T22:51:40Z",
    "lastUpdatedDateTime": "2020-01-06T22:51:44Z",
    "analyzeResult": {
        "version": "2.0.0",
        "readResults": [
            {
                "page": 1,
                "angle": 0,
                "width": 8.5,
                "height": 11.0,
                "unit": "inch",
                "lines": [
                    {
                        "text": "Contoso",
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                    },
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                    },
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                        "text": "Contoso, Ltd",
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                            },
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                                "text": "Ltd",
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                    },
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                                "text": "#:",
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                    },
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                    },
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                        "text": "Project 2",
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                    },
                    {
                        "text": "Item #",
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                    },
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                    },
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                            },
                            {
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                            },
                            {
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                            },
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                            }
                        ]
                    },
                    {
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                                "text": "39",
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                    },
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                    },
                    {
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                                    7.0889,
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                        "text": "Z4574",
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                        "text": "Invoice 3-456-2 Data 8",
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                            5.4722,
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                                "text": "Invoice",
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                                    7.0889,
                                    5.6083,
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                        "text": "Z4575",
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                                    5.9306,
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                        "text": "Invoice 3-456-2 Data 9",
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                            5.7944,
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                                    5.9306,
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                        "text": "Invoice 3-456-2 Data 10",
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                            3.0833,
                            6.1153,
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                            7.0889,
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                                    7.0889,
                                    6.2514,
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                                    1.6514,
                                    6.5736,
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                            3.0833,
                            6.4375,
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                                    6.5736,
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                                    6.8944,
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                    {
                        "text": "Invoice 3-456-2 Data 12",
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                            2.1,
                            6.7583,
                            3.0833,
                            6.7583,
                            3.0833,
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                        "text": "Invoice Subtotal:",
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                            6.1319,
                            7.3083,
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                                "text": "Subtotal:",
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                                    7.3083,
                                    6.1319,
                                    7.4486,
                                    5.7444,
                                    7.4486
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                        ]
                    },
                    {
                        "text": "2,014.00",
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                            7.3125,
                            7.0958,
                            7.3125,
                            7.0958,
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                            6.7361,
                            7.4486
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                                "text": "2,014.00",
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                                    7.0958,
                                    7.3125,
                                    7.0958,
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                                    6.7361,
                                    7.4486
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                        ]
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                    {
                        "text": "Tax Rate:",
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                            5.8083,
                            7.6278,
                            5.8083,
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                            5.4167,
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                            {
                                "text": "Tax",
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                                    7.6278,
                                    5.5639,
                                    7.6278,
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                            {
                                "text": "Rate:",
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                                    5.8083,
                                    7.6278,
                                    5.8083,
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                                    7.7694
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                            }
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                    },
                    {
                        "text": "8.75%",
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                            7.6333,
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                            7.6333,
                            7.1278,
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                            7.7694
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                                "text": "8.75%",
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                                    7.6333,
                                    7.1278,
                                    7.6333,
                                    7.1278,
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                                    6.875,
                                    7.7694
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                        "text": "Sales Tax:",
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                            7.95,
                            5.8292,
                            7.95,
                            5.8292,
                            8.0917,
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                            8.0917
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                                "text": "Tax:",
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                                    7.95,
                                    5.8292,
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                                    5.6556,
                                    8.0917
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                        ]
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                    {
                        "text": "176.23",
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                            7.9556,
                            7.0833,
                            7.9556,
                            7.0833,
                            8.0917,
                            6.8,
                            8.0917
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                                "text": "176.23",
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                                    7.9556,
                                    7.0833,
                                    7.9556,
                                    7.0833,
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                        "text": "Other:",
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                            5.6917,
                            8.2736,
                            5.6917,
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                        "text": "0",
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                            7.1278,
                            8.2778,
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                            8.4139
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                                "text": "0",
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                                    7.1278,
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                                    7.0764,
                                    8.4139
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                        "text": "Invoice Total:",
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                            5.4292,
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                            6.0028,
                            8.6097,
                            6.0028,
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                            5.4292,
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                                "text": "Invoice",
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                                    8.6097,
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                                    8.6097,
                                    5.7347,
                                    8.75,
                                    5.4292,
                                    8.75
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                            {
                                "text": "Total:",
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                                    8.6097,
                                    6.0028,
                                    8.6097,
                                    6.0028,
                                    8.75,
                                    5.7583,
                                    8.75
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                    {
                        "text": "2,190.23",
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                            8.6139,
                            7.1097,
                            8.6139,
                            7.1097,
                            8.75,
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                                "text": "2,190.23",
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                            9.4236,
                            2.8611,
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                            2.8611,
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                                "text": "Make",
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Foram extraídos exemplos personalizados através de um modelo personalizado preparado com cinco ficheiros PDF de cada tipo de formulário
Experimentar
Esquema

Deteta e extrai texto e o esquema de documentos como tabelas, caixas de verificação e objetos.
Saiba mais
Pré-criados

Trata-se de modelos pré-preparados para cenários comuns, como IDs, recibos e faturas, que extraem texto, pares chave-valor e itens de linha a partir de documentos.
Saiba mais
Personalizados

Este serviço de formulário personalizado permite-lhe preparar com base nos seus próprios dados para aprender a estrutura dos seus documentos de forma inteligente.
Saiba mais
Personalize a extração de texto de acordo com os seus formulários

Quando trabalha com documentos que se desviam dos formatos tradicionais, como materiais específicos da indústria, muitas vezes tem de criar a sua própria solução. As capacidades de extração personalizada no Reconhecedor de Formulários ajudam-no a superar este desafio ao preparar nos seus próprios dados com base em apenas cinco documentos. Os primeiros resultados não só são mais fiáveis e ajustados às suas necessidades, como também lhe permitem fornecer contributo humano para criar um modelo altamente preciso personalizado para os seus formulários.
Aplique o Reconhecedor de Formulários em qualquer local, na cloud ou no edge

Reconheça formulários no edge, no local e na cloud com o suporte de contentores no Azure Applied AI Services. A arquitetura portátil pode ser implementada diretamente no Azure Kubernetes Service (AKS) ou no Azure Container Instances, ou num cluster do Kubernetes implementado no Azure Stack. Utilize a interface REST da API do Reconhecedor de Formulários para integrar posteriormente nos índices de pesquisa do Azure Applied AI, automatize processos empresariais e crie fluxos de trabalho personalizados para o seu negócio.
Saiba mais
Analise formulários e documentos

Tome decisões orientadas por dados ao extraí-los de documentos e enviá-los para análise no seu serviço de visualização de dados.
Crie índices de pesquisa inteligentes

Localize facilmente informações específicas nos seus documentos e formulários, como o total de contas a pagar, ao integrar o Reconhecedor de Formulários com a Pesquisa do Azure Applied AI.
Automatize os fluxos de trabalho empresariais

Extraia texto, pares chave-valor, tabelas e estruturas de documentos e envie-os para os seus sistemas de back-end a fim de realizar tarefas como processamento de reclamações, faturas e recibos.
Impulsionar a Inovação de Aplicações com os Serviços de IA na Cloud

Conheça as cinco principais formas com que a sua organização pode começar a utilizar IA para concretizar valor rapidamente.
Ler o estudo
Privacidade e segurança

O Reconhecedor de Formulários mantém os seus dados privados. A preparação personalizada realizada nos seus documentos não é utilizada pela Microsoft para melhorar o modelo do Reconhecedor de Formulários.
O controlo dos seus dados é seu. Com contentores, pode selecionar o local onde o Reconhecedor de Formulários processa os seus dados, apoiando a consistência em ambientes híbridos nos dados, gestão, identidade e segurança.
O Reconhecedor de Formulários faz parte dos Azure Applied AI Services, apoiado pela infraestrutura e segurança, disponibilidade, conformidade e capacidade de gestão de nível empresarial do Azure.
Saiba mais sobre a segurança no Azure
Processe documentos de forma económica

Escolha de entre as opções de preços gratuito e standard para extrair informações importantes dos documentos a uma fração do preço da extração manual.
Veja os preços do Reconhecedor de Formulários
Comece em três passos

Utilize o Reconhecedor de Formulários com a sua conta do Azure.
O Reconhecedor de Formulários descobre as chaves, os valores e as tabelas.
Utilize a API REST simples para extrair dados dos seus documentos.
Documentação e recursos

Começar

Procure na documentação
Faça o curso do Microsoft Learn sobre análise de recibos
Explore os exemplos de código

Veja o nosso código de exemplo
Clientes e parceiros que utilizam o Reconhecedor de Formulários

Automatizar processos de faturas e contratos
A EY ajuda os clientes a extrair dados de contratos e faturas com o Reconhecedor de Formulários, poupando centenas de milhares de horas de trabalho manual.
Leia a história
Simplificar a admissão de pacientes
A HCA Healthcare utiliza o Reconhecedor de Formulários para simplificar e melhorar a experiência de admissão de pacientes e reduzir o tempo administrativo gasto na introdução de dados repetitivos no sistema do centro de saúde.
Leia a história
Acelerar o tempo de obtenção de informações
A Chevron utiliza o Reconhecedor de Formulários com a plataforma de automatização robótica de processos da UiPath para automatizar a extração de dados não estruturados, possibilitando que os funcionários concentrem o seu tempo na análise de alto valor.
Leia a história
Proporcionar uma experiência de fidelização de cinco estrelas
A Emaar utiliza o Reconhecedor de Formulários para analisar recibos e recompensar membros do programa de fidelização, diferenciando a sua experiência do cliente e reduzindo os custos de processamento mensais em mais de 50 por cento.
Leia a história
Poupar tempo em cada transação
O Standard Bank da África do Sul utiliza o Reconhecedor de Formulários para automatizar o processamento de transações internacionais complexas, melhorando o suporte ao cliente e reduzindo significativamente o tempo de execução e as despesas operacionais.
Leia a história
Perguntas mais frequentes sobre o Reconhecedor de Formulários

Verifique a disponibilidade do Reconhecedor de Formato do Azure.
Suporta formulários impressos e manuscritos, PDFs e imagens.
O Reconhecedor de Formato do Azure suporta vários idiomas, incluindo inglês, francês, alemão, italiano, espanhol, português, neerlandês, chinês, japonês e coreano. Veja a lista completa aqui.
A opção personalizada utiliza cinco exemplos para se familiarizar com a estrutura dos seus documentos e extrair texto e dados personalizados para os seus documentos de forma inteligente. A opção pré-criada não utiliza exemplos. O modelo já foi preparado e está pronto a ser utilizado para extrair os campos-chave de tipos de documentos específicos.
O esquema extrai texto através de reconhecimento ótico de carateres (OCR) de alta definição adaptado a documentos. Também extrai as estruturas de tabelas (números de linhas e colunas), marcas de seleção e mais.
Estamos prontos para começar. Vamos configurar a sua conta gratuita do Azure

Iniciar gratuitamente
Destaques

IA + Machine Learning

Análise

Computação

Contentores

Bases de dados

DevOps

Ferramentas de Programação

Híbridos e multicloud

Identidade

Integração

Internet das Coisas

Gestão e Governação

Multimédia

Migração

Realidade Mista

Móvel

Funcionamento em Rede

Segurança

Armazenamento

Web

Ambiente de Trabalho Virtual do Windows

Casos de utilização

Desenvolvimento de aplicações

IA

Migração e modernização da cloud

Dados e análise

Infraestrutura e cloud híbrida

Internet das Coisas

Segurança e governação

Soluções do setor

Tipo de organização

Recursos

Reconhecedor de Formato do Azure

Extraia rapidamente texto e estrutura dos documentos

Extração de texto simples

Resultados personalizados

Implementação flexível

Segurança incorporada

Utilize IA para Criar Fluxos de Trabalho de Processamento de Documentos

Extrai facilmente texto e estrutura, com uma API REST simples

Veja os exemplos seguintes

Esquema

Pré-criados

Personalizados

Personalize a extração de texto de acordo com os seus formulários

Aplique o Reconhecedor de Formulários em qualquer local, na cloud ou no edge

Analise formulários e documentos

Crie índices de pesquisa inteligentes

Automatize os fluxos de trabalho empresariais

Impulsionar a Inovação de Aplicações com os Serviços de IA na Cloud

Privacidade e segurança

Processe documentos de forma económica

Comece em três passos

Documentação e recursos

Começar

Explore os exemplos de código

Clientes e parceiros que utilizam o Reconhecedor de Formulários

Perguntas mais frequentes sobre o Reconhecedor de Formulários

Estamos prontos para começar. Vamos configurar a sua conta gratuita do Azure
