DeepCognition.ai 2024年11月26日
Why is AI-Powered Data Automation the Future?
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人工智能(AI)正在革新数据处理领域,AI数据自动化通过自动化数据录入流程,帮助企业节省时间、提高效率并降低错误率。AI自动化解决方案能够从各种文档中提取数据,识别语言、格式和符号,并确保数据的准确性。它可以有效减少数据重复、丢失和错误信息等问题,同时还能提高数据分类和提取效率,保证数据的有效性和安全性,最终提升企业生产力,促进业务增长。AI数据自动化正逐渐成为未来数据处理的主流趋势,为企业带来巨大的效益。

🤔 **AI数据自动化能够替代人工数据录入,减少错误:**AI技术能够精准识别和提取数据,避免人工录入过程中可能出现的错误,如数据重复、丢失和误报等,显著提升数据准确性。

🗂️ **AI自动化可以快速分类和处理各种类型的文档:**AI可以自动分类和排序不同类型的文档,例如图像、PDF等,并学习数据提取的位置,从而加速数据处理流程,提升效率。

🔍 **AI能够实现高效的数据提取,无需模板和关键词:**AI自动化解决方案可以轻松提取结构化和非结构化数据,例如手写文档、发票等,而无需依赖模板和关键词,简化数据处理流程。

🛡️ **AI数据自动化确保数据的有效性和安全性:**AI能够检测和纠正数据错误,保证数据准确性,并防止数据泄露和篡改,提高数据安全性。

📈 **AI数据自动化提升企业生产力,促进业务增长:**通过减少人工错误、节省时间和成本,AI数据自动化可以帮助企业提升生产力,优化业务流程,增强客户关系,最终促进业务增长。

AI or Artificial Intelligence is one of the biggest tech trends in the 21st century that revolutionized the digitalization of many industries.

The sophisticated features of AI are now broadening its horizons by creating software that could automate data entry processes. Joining forces with data entry automation, AI now allows you to step away from manual data entry processes like scanning, documenting, and storing. Using AI automation can save up more time to enhance your business revenues, create client connections, and mitigate disruptions in your workflow.

AI automation solutions don’t need indexing, categorizing, templates, or keywords. Instead, it is capable of extracting the correct data and information from a wide variety of documents such as word docs, PDF files, or invoices. They can also recognize languages, formats, and symbols ensuring that each detail is accurately extracted.

Technically, AI automation solutions seek to replace manual data entry processes and mitigate errors occurring during the process. The AI technology is highly accurate and it reduces issues such as data duplication, data loss, and misinformation.

Why is AI Data Automation the Future?

It is said that the data capture solutions are projected to hit $3.84 billion globally by 2024. With manual data entry processes gradually seeing an end, AI automation technology is slowly invading companies across the globe.  

Here are some reasons why AI powered data automation is the future.    

Data Classification

Companies have to deal with thousands of data on a daily basis. When data is entered, they need to be properly categorized or indexed so that it is easily accessible when needed.

For a long time, manual data classification had drained too much time and strength while being prone to misidentification.

AI automation technology has an inherent ability to classify and sort different types of documents ranging from images to PDFs. After a document is processed once, AI solutions are capable of identifying the type of data and learning where the data should be extracted to. Sample documents can be provided to the software and eventually, it will be able to understand the variations. The very next moment it sees a similar document it is capable of understanding the data. 

This quick recognition process ensures swift data processing and it effectively addresses the human errors made during data entry. It not only enhances the accuracy of data but also creates a high level of confidentiality.

Enables Data Extraction

AI automation solutions are excellent modes of data extraction. They are capable of extracting data whether the document is structured or not. For example, a company not always deals with printed documents, there are handwritten documents as well. It is a hard process to read handwritten documents, understand them, and extract the data as they are not structured well enough. AI automation technology provides the perfect solution. The advanced deep learning system in AI software can recognize and understand handwritten symbols and extract them effortlessly without human interference.  

Furthermore, manual data entry processes need keywords and templates, but AI automation does not. For example, processes like invoice identification which usually need templates, are easily handled and extracted through AI automation.

Thus, AI automation solutions can be considered far superior to alternatives like manual processing. For years, people have struggled with over-exhaustion, time consumption, and additional costs due to the inconveniences like difficulty in reading handwritten characters, duplicated data entries, and data misidentification. AI automation technology offers solutions to mitigate these issues by understanding complex patterns of numbers and data and formatting them before processing them for future reference.

This establishes the accuracy that is often lacking in the traditional data entry processes.  Above all, you can reduce the money spent on data correction and increase the productivity of your services.

Validity and Security

Generally, manual data entry processes can cause data duplication, data misidentification, and tardiness.

AI automation solutions guarantees that your information maintains accuracy. Their deep learning capacity makes them capable of recognizing whether data is duplicated or altered. When an error is identified by AI, data can be re-entered manually or the OCR frame can be adjusted to rectify the error. Once this error has been rectified, Al Trainer retrains the Al to avoid the error in the future, constantly improving for more accurate data extraction.

In the traditional manual data entry processes, employees had to match through documents and confirm their validity. With AI automation doing that job, time and energy can be saved up to focus on strategies to increase ROI and the quality of your services.

Increase productivity     

AI automation technology not only eases your data entry process but also directly impacts the functionality of your business.

It ensures to,

By reducing errors caused by manual data processes, AI automation solutions offer more time to focus on strengthening relationships with the stakeholders and providing efficient services to your current customers. Optimizing your productivity with AI automation will directly help boost your profits and revenues. Business reputation is a crucial aspect. AI automation allows you to focus more on enhancing customer relationship thereby increasing your customer service and company value.

Why Choose PaperEntry AI?

PaperEntry is an AI automation solution offered by Deep Cognition. PaperEntry technology is designed to work with different types of documents. The documents can be extracted from emails, shared folders, and can be integrated via APIs.

PaperEntry not only provides the aforementioned facilities but also ensures the trust and security of your data.

For more information contact us at sales@deepcognition.ai

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AI 数据自动化 数据录入 数据提取 人工智能
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