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Sort, interpret, and assess mortgage documents using advanced document processing. Accelerate your loan workflows, eliminate manual extraction and data errors, and dramatically reduce time to fund.
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Many mortgage document processing automation software solutions are unable to achieve zero-touch or straight-through processing due to specific challenges, which can frustrate borrowers.
Legacy systems rely on standardized, template-based structures and struggle to process unstructured, handwritten, or multi-format mortgage documents.
When systems cannot handle variations, discrepancies, or irregularities, teams are forced to manually perform data entry, extraction, and validation tasks.
Data extracted through basic OCR, without contextual awareness or validation checks, results in errors that can impact compliance and lead to significant penalties.
The lack of format-agnostic processing, multi-context interpretability, and cross-platform integration restricts the solution’s ability to scale as mortgage document volumes grow.
Collatio Mortgage Document Automation is Scry AI’s platform that automates the entire mortgage document workflow. It processes diverse mortgage file types, organizes them, extracts key data, and validates information across loan and financial documents. The software uses proprietary AI, domain-specific ontologies, and human-in-the-loop oversight to ensure accurate and compliant outputs at scale.
From initial setup to high-volume scaling, each feature is designed to improve accuracy, simplify workflows, and accelerate processing efficiency.
Our platform captures and classifies loan-package documents into meta-rich categories using AI-powered OCR, ML, and NLP. It applies preprocessing techniques, including image cleansing, deskewing, and quality checks, to detect and flag missing or low-quality files. Documents such as bank statements, paystubs, tax forms, and appraisals are then identified, stacked, and versioned accurately.
Collatio uses domain-specific ontologies and AI models to extract key fields such as borrower information, income, loan amount, dates, interest rates, account numbers, assets, and liabilities. The system also interprets the context of each document, understanding relationships across formats to accurately process even complex or multi-page documents.
Collatio cross-checks extracted data across related mortgage documents, including W-2s, bank deposits, loan applications, and other financial records. In doing so, the system automatically flags discrepancies, duplicates, irregularities, and anomalies for review. It helps teams detect potential fraud, compliance issues, or regulatory risks and enables them to take proactive measures.
Structured data in a ready-to-use format flows directly into loan origination and servicing platforms, enabling end-to-end continuous workflow operations. All documents and data are stored in a central hub for organized access, while dashboards and real-time reports offer clear visibility and control over each loan file. This supports efficient onboarding, underwriting, and post-close operations with full transparency.
Every document version and modification is tracked to create a complete, tamper-proof audit trail. Detailed activity logs provide traceability across mortgage workflows, supporting regulatory compliance and reinforcing operational accountability.
Collatio Mortgage Document Automation delivers measurable operational gains and ROI impact across lending, underwriting, and servicing workflows.
faster mortgage document processing and review
field-level accuracy across critical borrower and property data
reduction in manual document review time
mortgage document types supported
Borrower files are ingested through multiple channels, including uploads, emails, portals, or direct feeds from your loan origination and servicing systems. During capture, the system applies pre-processing techniques such as image cleansing, deskewing, and quality checks to ensure that all documents are accurately captured.
The platform automatically classifies and separates loan packages, which may include bundled PDFs or multi-page scanned files, into individual documents. Each document is indexed by type, such as pay stubs, tax returns, and property appraisals. This results in a structured, ready-to-use collection and helps make the mortgage data easy to navigate and manage.
Collatio extracts key data fields such as borrower names, dates, amounts, loan terms, income details, and collateral values using AI-powered OCR, ML, and NLP technologies. The platform also interprets the context of each document to maintain accuracy and ensure data relevance across complex or multi-page files.
Extracted data undergoes automated validation checks for completeness, consistency, and regulatory alignment. Any missing details, anomalies, or inconsistencies are flagged for review, enabling teams to quickly resolve issues and maintain data integrity.
Once verified and structured, data and document metadata are integrated into your loan origination CRM and downstream underwriting or servicing systems. Every step, from classification and extraction to final edits, is logged to maintain a clear audit trail, supporting compliance, reporting, and operational transparency.
Collatio AI Mortgage document processing can handle a wide range of mortgage-related files, including unstructured, semi-structured, and structured formats.
Collatio incorporates a compliance-driven framework to meet regulatory and operational standards, giving lenders the confidence to scale their operations and manage risk efficiently.
Aligned with ISO 27001 and SOC 2 standards, ensuring financial data protection through privacy controls and end-to-end encryption.
Built-in checks, aligned with custom policies, verify document consistency and flag anomalies to reduce fraud and errors.
Connects with LOS and servicing platforms via secured transmission and storage, without disrupting workflows.
We are trusted by enterprises globally.
Connect with your existing enterprise platforms through APIs and direct data exchange, keeping your workflows intact and your teams in sync.
Free underwriters from routine document work and redirect time to real credit decisions.
Discover how SCRY AI solutions bring accuracy and innovation in document processing, conversational AI, and IoT operations.
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