Solution

Loan File Classification & Document Intelligence

For post-close QC, underwriting support and due-diligence teams at mortgage lenders, servicers and investors: several-hundred-page loan files split, named and stacked to your convention, with every page traced to the source file.

1003 applicationsAppraisalsTitle policiesIncome proofsClosing disclosures
Hundreds of pages organized per file100% of pages traced to the source fileHuman review on low-confidence splits

The problem

Why this exists

Hours

Finding where documents start and end

A single PDF of several hundred unordered pages has to be split, named and stacked by hand before anyone can underwrite, audit or board the loan.

Templates

Every new format means configuration

Template-based tools break on a new correspondent's layout or a purchased portfolio's scans — and someone has to build the template before the first file processes.

Sampling

QC audits around the mess

When files are disorganized, QC samples instead of reviewing, and the problems it skips ship to investors.

The product, not a promise

A mortgage file you can interrogate

Loan File Classification & Document Intelligence — workspace
Document boundaries detected inside the combined PDFSplit cleanlycited
Each document classified — 1003, appraisal, title policy, income proofNo templatescited
File ordered and bookmarked to your stacking conventionNavigablecited
Low-confidence document boundary — routed to a reviewerverify
Every page linked to its position in the original uploadFull lineagecited
HUMAN-APPROVED BEFORE IT POSTS

How it works

File in. Answer out.

  1. 1

    Ingest

    Accepts full mortgage files — scanned or digital PDFs, in any page order — from portal, email or LOS.

  2. 2

    Split

    Detects document boundaries inside the combined file and separates each document cleanly.

  3. 3

    Classify

    Names each document by type — 1003, appraisal, title policy, income proof — without templates.

  4. 4

    Stack

    Orders and bookmarks documents to your stacking convention for a consistent, navigable file.

  5. 5

    Deliver

    Returns the structured file to your LOS or document system, with an audit trail of every action.

Who it's for

Built for the people who own the outcome

QC analyst

Review the whole file instead of sampling around the mess.

  • Every file arrives bookmarked, named and stacked the same way
  • Low-confidence splits are flagged for you rather than hidden in the output
  • Any page traces back to its position in the original upload

Operations leader

Portfolio-scale work starts from structure.

  • Hours of manual splitting per file removed from the pipeline
  • New correspondents and purchased portfolios process without template building
  • Due diligence, servicing transfers and audits begin on organized files

Investor audit & IT

How the file was assembled is on record.

  • Every split, classification and reviewer correction logged
  • Structured output delivered to your LOS or document system
  • Page-level lineage from the organized file back to the source upload
Mortgage lendersServicersInvestorsDue-diligence firmsCorrespondent lendingTitle companies
Hundredsof pages organized per file
Namedbookmarks for every document
100%pages traced to the source file
Human-in-loopon low-confidence splits

A mortgage file arrives as a single PDF of several hundred pages, in no particular order: application, appraisal, title policy, pay stubs, disclosures, all fused together. Before anyone can underwrite, audit or board that loan, someone has to find where each document starts and ends, name it, and put it in order. Done by hand, that is hours per file — and it is exactly the kind of routine work that keeps senior analysts away from actual analysis.

Structure without templates

The platform reads the combined file, detects document boundaries, and classifies each document by what it is — independent of where a template expects it to be. New document variants, unfamiliar layouts and poor-quality scans are handled by document understanding rather than configuration, so onboarding a new correspondent or a purchased portfolio requires no template building first. Classified documents are bookmarked, named and stacked to your convention, giving every downstream team the same clean, navigable file.

Where the model is unsure, it says so: low-confidence splits and classifications route to a reviewer instead of passing silently into the file. Confidence is a property attached to every decision the platform makes.

Why traceability is the point

Classification is only trustworthy if you can check it. Every page in the organized output remains linked to its position in the original upload, and every split, classification and reviewer correction is logged. When a QC team, an investor or a regulator asks how the file was assembled, the answer is on record.

The operational result: underwriters open files that are already organized, QC reviews the whole file instead of sampling around the mess, and portfolio-scale work — due diligence, servicing transfers, audits — starts from structure instead of chaos.

Objections, answered

What teams ask us first

How accurate is classification on poor-quality scans?

Classification works from document understanding — what the pages actually say — rather than layout templates, so unfamiliar variants and rough scans are handled. Where confidence is low, the split or label routes to a reviewer instead of passing silently into the file.

We have a specific stacking order and naming convention. Does that work?

Yes. Documents are ordered, named and bookmarked to your convention, so every downstream team — underwriting, QC, audit — opens the same navigable structure on every file.

Can we prove how a file was assembled?

Every page in the organized output remains linked to its position in the original upload, and every split, classification and reviewer correction is logged. When an investor or regulator asks how the file came to be, the record answers.

How long to process our first portfolio?

Weeks to a working deployment: connect intake from portal, email or LOS, confirm your stacking convention, and run files. Because there are no templates, a new correspondent or a purchased portfolio needs no setup before its first file.

Bring a several-hundred-page loan file.

Watch it split, classified and stacked to your convention in minutes — every page traceable to the source.

Request a demo