Eigen's NLP platform enables you to quickly analyze the risks in your loan portfolio - whether syndicated or bilateral leveraged loans or loans from portfolio transfers.

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Eigen’s NLP platform lets you quickly and precisely extract the data points you need from your loan documents.


Create a source of truth for risk, legal, compliance, and service teams

Understand your current risk profile and protections

Downside protection e.g. equity cures

Force majeure classes

Base rate floor


Cash interest coverage

Market disruption triggers



  • Eigen enables you to quickly analyze the risks within your loan portfolio – including syndicated (LMA, LSTA) and bilateral leveraged loans or loans from portfolio transfers.
  • You can quickly assess the risk of what you’ve underwritten and understand your creditor protections if covenants are breached.
  • Eigen automates the extraction of specific words or sections of text from highly varied documents. Eigen trains on your data providing answers to your specific questions – you're not limited by pre-trained fields.
  • The result: you can make faster, more informed decisions in this highly volatile market. 
  • Get up and running immediately with Eigen Cloud and the support of our Client Success team. 

How Eigen works

Users upload a handful of agreements and label the relevant data fields for extraction. Eigen uses this information to build a machine learning model.

The model then analyzes all new agreements to retrieve the correct data points. The extracted data is exported or sent to other systems via APIs.

of the top US banks have used Eigen to understand their credit agreements


of the major European banks use the Eigen platform for credit agreements


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In light of the COVID-19 updates and social distancing’s role in slowing the spread of the virus, all of our demos are currently being hosted in a remote and secure environment.



COVID-led market dislocation:
Rapidly understand your credit agreements

Other use cases

Eigen enables clients to focus their time on making faster, more informed decisions, instead of analyzing pages of documents.

Below are just a few of the use cases Eigen can help your business tackle.

Quickly identify key facts about CLO tranches that enable you to build risk and return profiles without reading 400+ pages yourself.

Systematically verify that assets meet the portfolio-level criteria to qualify for Solvency II with minimal expert involvement.

Automatically identify governing law, cross default rights, and restrictions on the transfer of credit to ensure compliance.

Automatically verify terms to speed up negotiations and ensure finalized drafts reflect the individual terms prior to signing.

Identify linked instruments and their fall-back and transition processes across a myriad of diverse contracts to mitigate your prudential risks.

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