Dark Matter Partner
Unlock Data from Documents through Document Intelligence AI
Through our partnership with Dark Matter Technologies we bring Aiva, Dark Matter’s intelligence layer for mortgage documents, into the document workflows your teams already run. Aiva uses AI to classify documents and extract data from them to help accelerate review.
The Value of Our Dark Matter Partnership
Document Intelligence Built for Mortgage
Mortgage files are unique, and a unique approach is needed to get data from the variety of documents included in a mortgage package. Dark Matter’s deep origination technology background has led to the development of the largest mortgage-specific AI models in the industry today. Under the name Aiva, Dark Matter brings document classification and data extraction into MetaSource workflows.
Battle-Tested at Mortgage Scale
Aiva has processed more than 500 million documents, serving some of the largest correspondent aggregators as well as an array of retail lenders at scale. It brings the control, accuracy, and audit trail that regulated lending demands, with options for targeted human-in-the-loop review.
Built for Production Volume
Aiva is engineered for high-volume environments and uneven cycles, working 24 hours a day, seven days a week.
Fully API-Integrated
Aiva adds intelligent document processing to the workflows your teams already use with MetaSource. It adds to how you operate today, with no new platform to adopt, just faster and cleaner data flowing into every file.
“Putting Aiva at the front of the process means document data is feeding reviews that much faster. Classification and extraction proven on hundreds of millions of production loan files are now available to MetaSource clients without changing how they operate. That is what this partnership is about.”
Stephanie Durflinger
Chief Product Officer, Dark Matter
How It Works
Simple Process, Strong Results
Just deliver documents the same way you always have. Aiva is integrated directly into the process to classify the documents and make the data available for analysis.
Document Classification
Aiva sorts incoming files across 1,100 document types automatically, so every page has a home.
Data Extraction
Aiva pulls 1,800 data elements from source documents, turning static pages into structured data. This accelerates the overall process.
Human-in-the-Loop Review
MetaSource experts complete a review or you can choose to do your own. Targeting documents or data that aren’t hitting 95% accuracy through the engine alone, these results route to human reviewers automatically to ensure precision.
Source-Traceable Results
Every classification and data point is traced back to the source document, giving you a compliance-grade audit trail and answers you can stand behind under review.
Frequently Asked Questions
How does Aiva work with MetaSource's services?
Aiva connects through an API, allowing it to process documents as they arrive today.
What is Aiva?
Aiva is document intelligence from Dark Matter Technologies. It classifies documents and extracts data from those documents, using AI, automation, and human review where necessary.
Do I need to be a Dark Matter client to use Aiva?
No. Aiva runs standalone through the API under your MetaSource agreement.
What mortgage documents does Aiva support?
Aiva classifies documents across 1,100 document types, extracts 1,800 data elements, and is constantly learning.
Put Aiva to Work
Add Document Intelligence to Your Process
Talk with our team about how MetaSource and Dark Matter can bring AI-forward document processing to your workflows, so you can shorten cycle times, reduce manual work, and improve accuracy.