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Freyda by Lantern

Free the data trapped in your private market documents

Our purpose-built, AI-native document extraction solution allows you to process and verify documents 75x faster

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How does Freyda work

Market-leading document extraction now with the combined power of Lantern, to ensure you have numbers you can truly stand behind

Document Collection

Let us take the stress out of document collection from across all of your sources.

  • Effortless retrieval of documents from any GP portal

  • Connect with cloud storage, SFTP, email, or API

  • Automatically identify what is missing or late

Document Extraction

Purpose built to handle everything from cap calls & quarterly reports to LPAs & sub docs.

  • Start from a packaged schema or customise with your own fields

  • Flexible workflow with automation that improves as you correct it

  • Verify everything, review exceptions only, or leave it to us

Data Delivery

Get the data where it needs to go, with the provenance behind every number.

  • Reconcile across your data sources in Lantern and surface inconsistencies

  • Trace any data point back to its source with full audit history

  • Deliver by API, file export, Excel report, accounting systems, or AI agent

Reading a document and knowing the number is valid are two different problems

Most document extraction tools stop after pulling figures from a page and consider their job done.
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Freyda verifies that figure against other parts of the same document before finalizing: it checks the totals foot, the account roll forward, and the notice’s internal consistency.
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This approach reflects a thorough understanding of the document and domain, not just a superficial reading of it.

Outsource your document workflows to us
Speak to the team

Freyda can handle your GP documents. All of them, in whatever format they arrive.

Data in your GP documents extracted and normalized.

Whether capital call notices arrive as PDFs, scanned letters, emailed spreadsheets, portal downloads, or any other format.

Interface showing financial document names on the left and summary of Growth Fund IV financial data on the right with values in GBP including total non-current assets 353.2 million, tangible fixed assets 4.2 million, trade and other receivables 9.5 million, investments 26.5 million, and total assets 397.6 million. A purple progress indicator below reads Data extracting for Q2 2026.

Document verification at source.

Every figure automatically checked for internal consistency. No more entering into a tracker by hand with a limited manual spot check.

It’s now part of Lantern.

Lantern provides a suite of solutions that takes document extraction to the next level. It allows you to check all of your data sources to provide data verification.

Purple circular icon with a white stylized triangular A in the center, surrounded by various small floating app and file icons above it, including Excel, PDF, CSV, and others.

Frequently asked questions.

Can Freyda handle all document types?

Yes, Freyda can handle all common document types used in private markets. Freyda shapes data to your schema, rather than forcing your documents into a fixed template, which means that variation between formats can be handled without a new setup each time.

Does Lantern provide a managed service?

Yes, we have a team of people who have worked in the industry and intimately understand the nuance and non-standard nature of the documents you receive. Let us take data extraction off your hands and allow you to focus on your day job.

How long does it take to get Freyda up and running?

Standard document types can be live in a matter of days, while bespoke API connections into your own systems may take a little longer.

What data will we get back from our documents?

Structured data, delivered as Microsoft Excel, CSV or through an API or via MCP directly into the systems you use. Every value keeps a link back to the document it came from. Freyda is also integrated with Lantern’s suite of purpose-built private market solutions.

Does Freyda replace our administrator of existing systems?

No. Freyda plays nicely with what you already have. It takes the manual work out of getting data from documents, and leaves your administrator and your technology stack in place.

Freyda by Lantern

Bring us a document, we’ll show you what comes back structured.

Want to see it in action? Let’s have a call

Bring a document - a capital call, a PCAP statement, a financial report - and we’ll show you the structured output, grounded to source

Plus, what Lantern adds when you’re ready to combine them

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© 2026 Lantern.
All rights reserved.
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