AI document processing: what it is, how it works, and key benefits.
Sorting through heaps of documents is often one of the most time-consuming parts of working in a business. But what if there was a way of getting the most useful data out of your documents, without having to spend hours reading through them?
That’s where AI document processing comes in. It uses artificial intelligence to automatically read, understand, and act on information contained in documents. This can save businesses a huge amount of time and effort, giving you more space to focus on optimising other parts of your company.
Read on to learn more about using AI for document processing and how tools like Adobe Acrobat’s AI Assistant can boost efficiency within your business.
What is AI document processing?
AI document processing, also called intelligent document processing (IDP), is a powerful AI approach that uses machine learning and natural language models to extract, classify, and validate data from documents – removing the need for you to do so manually.
AI-powered document processing allows you to efficiently get the best data out of files like PDFs, invoices, contracts, and reports.
Unlike OCR, which just converts images to text, AI document processing uses vision language models (VLMs) and large language models (LLMs) to understand file structure, extract relevant data, and make logical decisions about the content.
IDP tools are specially designed with the ability to extract data from:
- Structured documents: pre-defined files with a set layout like loan applications or tax forms
- Unstructured documents: free-form documents such as memos or contracts
- Semi-structured documents: documents that blend fixed and free-form structures like invoices, purchase orders, and receipts.
By supporting a range of document types, AI document processing services can help your business process large volumes of information quickly and efficiently at scale.
What are the benefits of AI document processing?
AI document processing can bring a range of benefits to your business. By revolutionising the way you gather data, you can boost the efficiency of key operations and reduce your reliance on manual reviews.
Let’s look at some of the advantages AI document processing tools can bring.
Less risk of human error.
Document-processing AI tools allow less room for human error when it comes to manual data extraction.
These systems are designed to maintain high levels of accuracy on a consistent basis. This means fewer mistakes and lower correction costs, saving you both time and money in the long run. It could also help to keep you compliant with regulatory requirements.
Time and cost savings.
AI document processing tools could lead to lower processing costs and quicker document turnaround times.
These systems allow you to automatically categorise and extract key data from documents to find information faster. You can also lower processing costs by reducing the time spent manually extracting data from documents with automated processing. This frees up time for teams to focus on higher-value work, improving the business’ overall productivity.
Deeper insights and trends.
Using AI for document processing makes it easier for you to gather insights from large volumes of documents and identify any patterns, trends or anomalies.
This helps you to access valuable information at a faster scale and make data-driven decisions more consistently.
Streamlined operations.
IDPs can support human workflows to create a more efficient, streamlined process.
Businesses can combine optimised data collection with human validation, thorough approval processes, and feedback loops, safe storage, and effective communication.
What industries use AI document processing tools?
Various industries make use of AI document processing systems to optimise their business operations. From highly regulated sectors to fast-paced commercial environments, these tools are improving efficiency at a large scale.
Here are a few of the industries that already leverage the power of AI document processing.
Financial services.
Banks, lenders, and insurance providers can use AI document processing tools to automate tasks such as loan applications, compliance checks, claims processing, invoice handling, and mortgage document processing. This is a heavily regulated industry, so the additional accuracy helps to uphold compliance.
Healthcare.
Medical organisations can use AI-powered document processing to manage important patient records, insurance forms, reports, and referrals.
Government agencies.
Public sector organisations can use AI document processing for handling data such as applications, permits, tax documents, and citizen records. This helps to make interactions with citizens more efficient.
Suppliers.
Supply chain organisations can leverage AI document processing tools to manage purchase orders, invoices, delivery notes, and contracts. These systems could improve efficiency across supply chains.
Potential drawbacks of using AI for document processing.
Although AI document processing can bring a range of benefits to a business, it isn’t without possible drawbacks. Before implementing AI tools for document processing within your company, it’s vital that you consider the potential cons.
Possible disadvantages of using AI for document processing can include:
Set-up costs.
To implement AI document processing, you’ll usually need to pay upfront costs for the software, system integration, and training. This can be a hurdle for smaller businesses that have limited budgets.
Security concerns.
AI-powered document processing tools often handle sensitive information – this includes everything from financial records to personal data and/or medical documents.
Having strong security controls, encryption, and compliance measures in place is essential, as without them there’s a risk of data breaches and compliance issues.
Data accuracy issues.
AI document processing tools might be highly accurate, but they aren’t always perfect.
Errors such as poor-quality scans, unusual document layouts, or incomplete data can lead to mistakes, which is why human checks are so important.
Streamline documents with the Acrobat AI Assistant.
With the help of Adobe Acrobat’s AI Assistant, you can take your business’ efficiency to new heights. From sorting through high volumes of text in record time compared to manual review, to extracting valuable insights from your data, you can streamline your workflows to optimise the way you spend your time and budget.
Our AI Assistant makes working with documents faster and easier by helping you summarise content, identify key points, and navigate high volumes of information.
FAQs.
What AI can process documents?
AI-powered document processing tools are designed to process files using machine learning, natural language processing, and optical character recognition. Depending on the tool, it could read, understand, and extract information from documents. This saves you the time and effort of sifting through high volumes of information.
Is it safe to upload documents to AI?
Uploading documents to AI systems can be safe as long as there are strong security measures in place. These can include encryption, access controls, and compliance processes in line with privacy regulations.
How long does it take to set up AI document processing?
The set-up time for AI document processing can vary depending on the tool you select and the volumes and complexity of the documents you’re trying to process.
Once the AI document processing tool has been successfully set up, you’ll save valuable time on manual reviews and begin to streamline workloads.
More useful resources.
Useful PDF tools.
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