AiCR™
AiCR is a purpose-built document AI platform that classifies mortgage and financial files, extracts field-level data, and delivers structured outputs for audits, trades, and reporting. Built by experts with decades of capital markets experience, AiCR transforms messy, high-volume documents into accurate, audit-ready data seamlessly integrated into existing workflows.
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Introduction
AiCR™ is the intelligent document processing platform built to eliminate the bottlenecks of manual review in mortgage and financial operations. It classifies documents, extracts field-level data, and delivers structured outputs so teams can work faster, with greater accuracy, and complete confidence.
Core Features
Document Classification & Indexing: Detect, organize, and bookmark documents even when files are unstructured or unlabeled.
Field-Level Data Extraction: Capture exactly what matters from mortgage forms, trade confirmations, and investor reports.
Confidence Scoring: See the reliability of every extracted value, with average scores exceeding 95%.
Integrations: Deliver structured outputs directly into LOS platforms, due diligence tools, and downstream systems via robust API.
Dynamic Discussion: Ask AiCR any question about an uploaded file and get an immediate, field-level answer.
Industries Served
Mortgage lenders and servicers
Due diligence and securitization teams
Broker-dealers and securities firms
Custodians and investor reporting teams
Why AiCR is Different
Most platforms struggle with real-world files like blurry scans, inconsistent layouts, and messy PDFs. We built AiCR because we’ve dealt with those same messy loan packages ourselves. It was designed to handle the documents teams actually work with every day, delivering audit-ready results with transparency and reliability. AiCR simply works.
Try It on Your Files. See the Difference. Request a Demo today!
Highlights
- Turns messy, unstructured files into organized, searchable documents
- Automates classification and data extraction across mortgage and financial workflows
- Delivers audit-ready outputs with confidence scores on every field
- Processes hundreds to millions of pages quickly, with no custom setup required
- Integrates into LOS platforms, due diligence systems, and reporting tools
- Built by mortgage and capital markets experts with 35+ years of experience
Details
Vendor Category
AI Tools and Robotic Process Automation (RPA)
Pricing Model
Inquire for pricing information
Works well with
Overview
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Product comparison
AiCR™
Friday Harbor
Aiva AI & Automation Solution by Dark Matter Technologies
Overview
AiCR is a purpose-built document AI platform that classifies mortgage and financial files, extracts field-level data, and delivers structured outputs for audits, trades, and reporting. Built by experts with decades of capital markets experience, AiCR transforms messy, high-volume documents into accurate, audit-ready data seamlessly integrated into existing workflows.
Get loan files right—from the start.
Empowering the mortgage industry to acheive more.
Highlights
- Turns messy, unstructured files into organized, searchable documents
- Automates classification and data extraction across mortgage and financial workflows
- Delivers audit-ready outputs with confidence scores on every field
- Processes hundreds to millions of pages quickly, with no custom setup required
- Integrates into LOS platforms, due diligence systems, and reporting tools
- Built by mortgage and capital markets experts with 35+ years of experience
- Gets applications from intake to clear-to-close days faster
- Catches and fixes file issues up front, before they go to underwriting
- Increases volume per FTE across your fulfillment team
- Supports all lender and investor overlays, no coding required
- Integrates with Encompass® from Ice Mortgage Technology using the latest Developer Connect API framework
- Compatible with any LOS or POS via open APIs
Explore our AI & automation solutions.
- Intelligent Doc Management - AIVA Docs is Dark Matter’s intelligent document management solution, using advanced technology to enable document classification, data extraction, and analysis, all to support your decision-making. It will transform the way you work with machine learning-based predictive AI on loan origination documents.
- Income & Asset Reviews - AIVA Assist helps improve the quality and efficiency of the underwriting process by effectively preparing the loan file for a quick review.
- QC & Post-Close Automation - Without AI tools, quality control is a slow, labor-intensive process—manually reviewing a collateral package takes hours. Reporting comes from varied sources and is frequently delayed. Investor charges for late deliveries and resolving loan package inconsistencies are costly. AIVA Assist QC breaks the routine, reducing the time to review files.
Get even more out of Aiva with the Empower Loan Origination Solution.
AiCR™
Customer reviews
AiCR™
Reggora
Friday Harbor
Reviews
October 15, 2025 at 5:21:09 PM
Great System! Best Kept secret in Mortgage Point of Sale !
Charlie Nguyen
June 13, 2025 at 7:50:35 AM
Abc Abc
Charlie Nguyen
June 13, 2025 at 7:27:13 AM
Test review 3
1
June 10, 2025 at 2:23:27 AM
Test review 2