Contract Data Extraction

Transform Data Into Trusted Insights

Sirion’s extraction agent combines the precision of small data AI with the cognitive power of LLMs to transform unstructured data from contracts and related documents into insights you can trust.

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Ingest contracts from anywhere, at scale

Effortlessly import, de-duplicate your legacy documents and structure them into clear hierarchies.

Import all document types from legacy sources seamlessly.

Cluster documents by similarity and de-duplicate.

Create document hierarchies by detecting parent-child relationships.

“Well thought through contract management solution providing eye opening insights.”

 

Executive Board Member
Navisco AG

Extract information effortlessly

Handle contracts at scale with precision, extract the data you need with pre-trained, industry-specific data models —no matter the use case.

Accurately capture 1200+ OOTB metadata fields – no model training required.

Decode tables, signatures, logos, images, service levels and rate cards.

Create new metadata models easily – no code required.

“I like being able to auto-extract contract clauses in various languages using AI while populating all metadata directly into Sirion, which can be used for reporting.”

 

Contract Manager
Alstom

Transform the extracted information to your business needs

From insights to action, Sirion helps you unlock the full potential of your contract data. Enable human review for accuracy and export seamlessly to your preferred applications.

Enhance model results and prepare data for downstream decision-making.

Loop in humans to review extracted data against source.

Export results to any downstream application in the required format.

“Now we’re getting the right data we want. I consider Sirion a huge, incredible partner, and my experience with Sirion has been phenomenal. Sirion was in lockstep with every conversation I had with my business people.”

 

Senior Manager, Legal Operations and Paralegal Services
NLG 

“As part of our contract digitization program, we didn’t want to stop at just putting our contracts in the cloud. We wanted complete visibility and control over the deliverables and obligations in our contracts. We found the perfect answer in Sirion.”

Sabih Rozales, Principal Commercial Contract Manager

“All our contracts are established and maintained in Sirion, a fit-for-purpose CLM solution. Today, we manage all our regulatory requirements, adapt smartly to banking changes and leverage rich insights for real-time reporting, through Sirion.”

Edzard Janssen, Chief Procurement Officer

“Some of the biggest highlights of working with Sirion for me have been watching how the technology has changed over time. And how it gets better and better every single time new functionality is released.”

Jaclyn Schuler, Director of Contract Lifecycle Management

“AI is fundamentally reshaping contracting — from drafting agreements with minimal human input, to reviewing and redlining at scale, to empowering attorneys to negotiate faster and more effectively. It’s exciting to be part of this journey as the vision moves closer to reality, and Sirion’s agentic CLM platform marks an important step forward.”

Sri Daita, Director of Legal Technology

“With Sirion, we centralized our contracts, but more importantly, we transformed how we work with contract data. AI-powered extraction and real-time reporting have given our legal and sales teams faster, more accurate insights. We now operate with greater confidence in our data, stronger compliance oversight, and significantly reduced manual effort.”

Shana Ricchiuto, Global Head of Legal

FAQs About Automated Contract Data Extraction

What is automated contract data extraction?

Automated contract data extraction uses AI to identify and extract key information from contracts and convert it into structured, usable data. Sirion combines deterministic small language models (SLMs) with large language models (LLMs) to extract metadata, clauses, tables, signatures, service levels, rate cards, and other contract information at scale. 

Sirion uses AI contract data extraction to process unstructured contract documents and capture the information businesses need without manually reviewing every agreement.  Pre-trained, industry-specific models can extract 1,200+ metadata fields out of the box, giving businesses broad extraction coverage from day one. 

 

Where requirements go beyond pre-built models, users can create new metadata models themselves, without coding or additional AI model training. This allows extraction to adapt quickly to organization-specific contract types, terms, and data requirements without relying on lengthy custom model development. 

Sirion uses AI to extract structured data from contracts and contract-adjacent documents at scale. Pre-trained, industry-specific models can extract 1,200+ metadata fields out of the box, providing broad extraction coverage from day one. Where requirements go beyond pre-built models, users can create new metadata models without coding or additional AI model training, allowing extraction to adapt quickly to organization-specific contract types, terms, and data requirements. 

 

Sirion also uses intelligent document processing to ingest and organize contract-adjacent documents, such as invoices, purchase orders, and operational documents, alongside contracts. It can de-duplicate documents, identify parent-child relationships, and organize them into clear document hierarchies, providing broader context around the contracting relationship. 

Out-of-the-box, Sirion can extract and classify a broad range of contract data, including 1,200+ metadata fields, 200+ clause categories, obligations, legal and risk terms, service levels, and rate cards. This includes information contained within tables, signatures, logos, images, and other non-standard document elements. Custom fields and clause categories can be added to capture business-specific information and support contract migration, search, analytics, compliance, and risk management.

Sirion supports human review of extracted information against the original source document. This human-in-the-loop approach allows teams to validate model results before using the data for downstream reporting, analysis, workflows, or business decisions.

Once contract information has been extracted and structured, Sirion can prepare it for downstream decision-making and export it to other applications in the required format. This makes contract data, augmented with enterprise commercial context, available for reporting, analysis, operational processes, and other business systems instead of leaving valuable information locked inside documents.