How to extract data from legal documents using AI

The legal sector generates and processes documents daily, from contracts to court rulings, legal briefs, discovery materials, affidavits, etc. Legal officers are often overloaded with paperwork, and manual data extraction complicates their processes.

As legal firms and departments look to streamline their operations, AI-driven legal document parsing has emerged as a powerful tool. An AI parser automatically extracts, organizes, and delivers relevant information from legal documents accurately and quickly.

“The legal software market value is expected to reach $0.83 billion by 2028 at a CAGR of 12.7%.” - WebFX

The legal industry handles vast paperwork, from contracts and agreements to court filings, case briefs, and compliance documents.

Some common types of legal documents include:

  • Contracts and agreements: Contracts include data such as the identities of the parties, the obligations of each, payment terms, and duration of the agreement. They are legally binding and enforceable by law. Examples are service contracts, non-disclosure agreements (NDAs), and partnership agreements.
  • Court filings and pleadings: Court filings involve motions, complaints, and pleadings submitted to the court, where important case details and procedural information must be extracted for review. Pleadings are written statements of the parties' positions, outlining claims, defenses, and factual background.
  • Legal briefs: They are formal legal arguments, facts of a case, and legal citations submitted in both trials and appellate courts. Examples are argument summaries, factual records, and case references.
  • Compliance Documents: Regulatory paperwork, such as tax filings and corporate compliance documents, is submitted to the regulatory authorities.
  • Intellectual Property Filings: Documents submitted to government agencies to register rights for creations like inventions, designs, literary works, and trademarks. Patent applications, trademark filings, and copyright registrations are common intellectual property filings.

Legal professionals, whether attorneys, paralegals, or legal assistants, deal with overwhelming paperwork. These legal documents contain sensitive data that must be quickly and accurately analyzed.

However, manual data entry methods present several challenges, including:

Human errors

Even the most diligent legal professionals can make mistakes when reviewing large volumes of documents. Misinterpretations, misreadings, or simple copy-paste errors can lead to costly consequences.

Time-Consuming

Manually combing through contracts, legal briefs, and court documents for specific information takes significant time that could be better spent on higher-value tasks like legal strategy and client interaction.

Inefficiency

Legal professionals often face tight deadlines, especially when responding to discovery requests or court filings. Manual processes slow down these critical workflows, potentially risking compliance or missing filing deadlines.

Cost

Allocating time and resources to process documents manually increases overhead costs for law firms and legal departments.

Legal professionals must extract and organize data from documents for various reasons, from due diligence to case preparation.

  • Contracts and agreements: Extracting terms, clauses, signatures, and renewal dates from client agreements, NDAs, service contracts, or leases.
  • Discovery Documents: Extracting relevant details from discovery files for litigation, such as depositions, interrogatories, and witness statements.
  • Court Filings and Judgments: Organizing court rulings, legal precedents, and case outcomes.
  • Affidavits and Legal Briefs: Structuring witness statements and argument summaries for case preparation.

Document management systems (DMS) may help organize files, but they do not offer the ability to extract and categorize specific data points automatically. This is where AI tools come into play.

Why are AI parsers (like Parseur) the best solutions?

Parseur, an AI document parser, is an excellent solution for automatically extracting data from legal documents. Some legal docs are very long and legal officers sometimes need to spend a lot of time looking for what they want in them. AI let’s you ask questions and summarize documents to get the info you’re looking for in seconds.

Accuracy

Whether it’s a contract or a legal ruling, Parseur can accurately identify key information such as dates, names, clauses, and more.

Speed

Parseur can process large volumes of documents within seconds. Legal teams can upload documents and receive structured data in seconds or minutes, enabling faster decision-making.

Parseur integrates seamlessly with legal software and case management tools via Zapier, Power Automate and Make, allowing easy data transfer.

Security and compliance

Parseur is built with security in mind, offering encrypted processing and ensuring compliance with data protection regulations like GDPR.

Depending on the legal document (NDA, mortgage contract, agreement), Parseur can easily parse scanned and PDF files automatically.

Step 1: Create an AI-assisted mailbox

Parseur will automatically recognize and extract data from the document by choosing the AI-assisted mailbox.

A screen capture of an AI mailbox creation
Example of a mailbox

Step 2: The AI engine creates the data field instantly

Even though data is captured instantly, you can teach the AI tool what data fields to extract. You can also provide instructions to the AI engine on creating new fields.

A screen capture of legal data
Example of an NDA parsed by Parseur

Click on download data and use your preferred automation tool to send the data to your existing database or a new tool.

A screen capture of legal data integration
Exporting legal data

As legal professionals face growing workloads and stricter deadlines, AI-based data extraction has become essential.

Adopting AI document parsing isn’t just a smart move for legal firms looking to stay competitive; it’s a necessity in 2024 and beyond.

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Frequently Asked Questions

Common questions about using Parseur to extract data from legal documents like contracts, court filings, legal briefs, and intellectual property filings.

Parseur can extract data from contracts and agreements, court filings and pleadings, legal briefs, compliance documents, intellectual property filings, and discovery materials such as depositions and affidavits. It captures key fields including party names, obligations, payment terms, clauses, signatures, renewal dates, case outcomes, and legal citations. Parseur's built-in AI extracts the fields you request from any layout, so you do not need a separate template for each document type.

Parseur integrates with legal software and case management tools through Zapier, Microsoft Power Automate, and Make. You can also download the extracted data directly and send it to an existing database or a new tool, so legal data flows into the systems your team already uses.

Parseur accurately identifies key information such as dates, names, clauses, and amounts across contracts and legal rulings. You can teach the AI which fields to extract and provide field instructions to refine results, and an optional human review step lets you check and correct the extracted data before exporting it.

Parseur can process large volumes of documents within seconds. Legal teams upload their documents and receive structured data in seconds or minutes, enabling faster decision-making even under tight filing deadlines.

Yes. Parseur automatically parses scanned files and PDFs, which is essential for the legal sector where contracts, court rulings, and signed agreements often arrive as scans. The AI recognizes and extracts the relevant data from these documents without manual setup for each file format.

Parseur's built-in AI extracts the fields you request from any layout, so contracts, NDAs, and court filings from different sources are all handled without creating a separate template per format. This matters for legal teams that receive documents in many different structures.

No coding is required. You create an AI-assisted mailbox, and the AI engine recognizes and creates data fields instantly. You can guide the extraction with plain-language field instructions, making it accessible to attorneys, paralegals, and legal assistants without technical backgrounds.

Parseur is built with security in mind, offering encrypted processing and compliance with data protection regulations like GDPR. This helps legal firms and departments handle sensitive client and case data responsibly. Parseur is also undergoing SOC 2 Type II auditing, though it is not yet certified.