Unlock knowledge
from thousands of documents.

We leverage custom large language models (LLMs) to help professionals turn long and complex documents into data using a series of natural language prompts.

Eliminate manual work and streamline your knowledge management process. It's fast, accurate and secure.


Corporate Debt

Smartest way to analyze agreements in your Credit Portfolio

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Create your proprietary deal points database with data automatically extracted by nlmatics

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Venture Capital

Turn venture funding related documents into data using natural language prompts

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SEC Search

Search through thousands of Credit Agreements filed with SEC to find the terms and clauses you need in seconds

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Who is it for?

Law Firms

use nlmatics to build
their proprietary
deal points database.

Debt Underwriters

use nlmatics data points to instantly categorize their loans and find precedents.

Debt Portfolio Managers

use nlmatics for loan compliance and finding loans for which participations can be sold.

How is nlmatics different?

Interpretive Answers

nlmatics sifts through hundreds of pages of a document and not only point to sections and provisions but gives you precise yes or no answers.

No Post Processing

The nlmatics extracted structured
data needs no further
post processing
in order to make it ready
for data analysis.

No Training

No training or labelling is needed. We can set you up with a workspace in a few minutes so you can upload your documents and start getting answers to your questions right away.

Precedent Search

With nlmatics you can find precedents within an article or section in thousands of documents. Use the extracted data to narrow your search to documents matching your criteria.

Easy to Extend

nlmatics can pull answers to any custom questions you have from the documents you have uploaded.


What is different about nlmatics?

“We looked at a lot of different AI tools to help us search across large sets of documents and surface particular provisions from those documents. We were ideally looking for a tool that would enable us to extract data points from contracts without needing to do a ton of post-processing to make the data usable for analytics.”

What do you especially like about nlmatics?

"We found the natural language search interface and human-in-the-loop review tools that nlmatics offered to be pretty amazing. Unlike most of the tools we had tried, which typically only returned blocks of text, and, even then, often only after extensive training nlmatics returns structured answers to our questions in the format we’re looking for."

How is nlmatics making a difference?

"nlmatics data points will allow our attorneys to better advise our clients on what we’re seeing in the market."

Joe Green

CIO, Gunderson and Dettmer

About Us

Our mission is to empower organizations to unlock the limitless potential of data in unstructured text.

We are a team of researchers, technologists and industry experts determined to help firms succeed in their mission to be more data driven.

We deploy the latest AI advances in natural language understanding and large language models for tackling the enormous challenge of extracting data from lengthy documents with great accuracy.

We care deeply about our customers. Customers have direct access to our engineers and we excel at post sales customer service and partnership.

Founding Story

Ambika Sukla led the AI Center of Excellence at Morgan Stanley where he explored solutions for large scale data extraction from complex and lengthy business documents.

After spending months on unsuccessful pilots with third-party products, tedious hand crafted homegrown solutions, and training highly limited custom models, Ambika felt the need for a user friendly way to query large number of documents for data.

He saw the opportunity to harness the power of large language models and started nlmatics to make this vision possible.

Ambika Sukla

Founder & CEO, nlmatics

Request Demo

To schedule a demo, please fill in the details in the form and submit it. We will then reach out to you to arrange a time that works best for you.

If you have any questions or concerns, please don't hesitate to reach out to us at info@nlmatics.com.

We look forward to hearing from you soon!

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