How AI is helping in the effective management of document processing for businesses
It is anticipated that the market size of IDP or Intelligent Document Processing will grow at a significant rate. It means a drastic rise in AI development services or AI solution providers will be seen.
IDP is a pivot to Optical character Recognition, Automation Technologies, and Artificial Intelligence. It automates data processing in all types of documents. IDP is capable of replacing complex data entry with extraction, efficient data capture, and transfer as well, irrespective of data being unstructured or physical docs.
How AI is assisting document processing for businesses
Typical OCR systems work with manual efforts to capture and extract relevant information from unstructured data. On the other hand, AI development services can automatically capture, identify, and extract valuable data from email, pdfs, and scanned files. It also includes unstructured documents.
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Furthermore, IDP deploys RPA or Robotic Process Automation to use such captured data into an existing application. Ultimately, this helps in seamless workflows.
What is IDP?
IDP or Intelligent Document Processing is an amalgamation of RPA, OCR, and AI technologies.
For example – Deep learning, computer vision, and Natural language processing.
Here are some of the significant advantages of using Intelligent Document Processing for businesses: –
- Accurate Identification of numerous fields and layouts such as contact information, vendor names, amount, etc.
- Improving employee productivity because almost all data entry tasks can be automated with the help of IDP.
- Fast data mobility for docs to existing applications leading to a reduction in manual time and total cost.
- Numerous output formats consisting HTML, PDF, JSON, XML, TSV etc.
- Easy integration into existing IT departments
- Easy detection of unjustified text, low-contrast, fixing blurred and uneven surfaces automatically.
Business applications of AI-powered Intelligent document processing
Conventional OCR systems needed manual efforts to obtain and extract relevant information from unorganized documents. Whereas AI-powered gadgets automatically recognize, capture, and extract valuable data from PDFs, emails, scanned files, and other unregulated documents.
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Intelligent Document Processing is a blend of OCR, RPA, and AI technologies such as computer vision, deep learning, or Natural Language Processing (NLP). While RPA automates rule-based data capturing, AI advances model performance by instructing it to understand and capture important information correctly.
IDP solutions can drastically improve business working by optimizing several applications that involve data extraction and capturing. AI solution provides several updates to the system.
Intelligent document Processing allows employees to streamline the 1-10-100 rule. Indeed, it eliminates the $1 cost of error prevention, $10 of correction, and $100 of no action.
Some of the most critical Intelligent document processing business application across various industries, including:
Automated Purchase Order and Invoice processing
One of the most hectic tasks of whole accounting is the processing of purchase orders and invoices. It requires utmost accuracy while working with the POs. On average, an account executive is capable of processing about 20 invoices per day.
Sometimes, businesses need to speed up this process, and practically humans have limitations to speed up such tasks. On the other hand, the efficiency to process purchase orders and invoices can be ramped up by up to 60% by using AI development services.
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Additionally, the AI solution provider also serves OCR scanning services coupled with RPA, optimizing data mobility across all the supply chains. Also, automated processing is usually error-less, saves time and money, reduces paper waste, ensures visibility, and improves security. Briefly, automation for the purchase order and invoice processing will be much beneficial for businesses in the long run.
eKYC
In this time of global lockdown, financial institutions, including the banks, are challenged to comply with KYC norms. In this challenging time, serving the customer’s needs in this new normal is one of the most challenging tasks. However, to handle the situations, banks have introduced video KYC. These are back up by advanced technologies.
IDP allows banks to capture and extract customer’s information across several identity documents.
The AI solution provider team has built an OCR system based on machine learning, which extracts customer data from driving license, Aadhar card, passports, and even other documents.
Digitized Healthcare Records
Digitized health records usually refer to as EHR (electronic health records). Transforming paper records to digital images excludes the labor costs connected with filing and retrieving paper records. For most hospitals with high daily outpatient movement, pulling and filing paper, patient records require notable work and manual efforts.
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If all the legacy paper records are digitized, the associated manual work can be reduced significantly for all sizes of businessesbytes. There will also be labor savings at the individual patient care unit once it is no longer required to contact Health Records to recover historical patient records.
Moreover, during a pandemic at the peak, doctors need to struggle a lot with the new patient’s data each day. In such cases, AI development services offer trustful solutions. Some techniques, which include character enhancing, image binarization, page layout analysis, and page segmentation, IDP improves data extraction from IDP, medical Docs.
Therefore, it encourages doctors to diagnose the patient with the data recorded digitally. Ultimately, this helps in generating deep insights about the diseases and the patients.
Additionally, IDP systems help to distinguish between digits, words, punctuation, and strokes. It helps in accurate character classification along with the precise maintenance of patients’ record data. Hence, it will be a lot easier to fetch patients’ details or any other record quickly when needed.
Final Words
There are several tasks in day-to-day business operations that require mundane routine and heavy manual work. If businesses opt for the automated process like documentation processing powered by AI, it can be lucrative and profitable for the long run.
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With the advanced use of AI development services, several tasks such as record keeping, capturing data, and extracting data, come too handy. It helps in completing work on time and generating higher revenues, which is the ultimate goal of an organization. From boosting productivity to improving overall efficiency, automated processes backed by AI helps businesses effectively.