The verified credit file that used to take days — ready in minutes.
Vecminds plugs into your existing loan-origination system and turns borrower documents into a verified credit file in minutes — income calculated, discrepancies resolved, and fraud risks flagged. Every loan processed makes the system smarter, creating a compounding advantage competitors can’t copy.
The pile hasn't changed. Only the regulator has.
Credit officers are still reading the same messy documents they read a decade ago — only now examiners expect a reproducible, explainable record of every decision that touched that file.
Credit officers spend days in the document pile.
Pay stubs, bank statements, tax returns — read manually, cross-checked by hand, income computed in a spreadsheet. The underwriter doesn't see a single verified fact until day three.
Documents contradict each other. Errors hide in plain sight.
A pay stub says $8,200/month. The bank deposit history says $6,100. No one catches it until the loan is already approved — or until the borrower defaults.
Manual reviews leave no paper trail.
When a regulator asks why this file was approved, an analyst's notes in a PDF are the only record. That's not an audit trail — it's a liability.
One integration. A verified file in minutes.
Connect Vecminds to your LOS and document store. Submit the borrower's package as-is. Receive a clean, structured credit file — income computed, discrepancies reconciled, fraud signals flagged — ready for your underwriter to act on.
We prepare the file. You make the call.
Vecminds sits on top of your existing LOS — not in place of it. We ingest documents as they arrive, do the reading and reconciliation, and hand the underwriter a verified file with every figure sourced and every discrepancy surfaced. The lending decision stays with your team. It starts as a time-saver. Over time, it becomes an institutional advantage.
- Drops into your LOS. Read-only connector. No workflow changes. Live in days.
- We augment, not replace. The lending decision stays with your underwriter. We make it faster and better.
- Gets sharper over time. Every loan outcome trains the model on your portfolio — not generic data.
- Regulator-ready on day one. Full audit log. Every figure sourced. Every step replayable.
{
"subject": { "id": "app_7C3B1" },
"documents": ["pay_stub_aug.pdf",
"bank_stmt_q3.pdf",
"1040_2023.pdf"],
"policy": "income.verify-2024"
}Starts as a time-saver. Becomes an institutional advantage.
The intelligence layer does the reading, reconciling and flagging — and gets sharper with every loan your portfolio closes, in a way that belongs to you and no one else.
Document ingestion, any format
PDFs, scanned images, bank exports, e-statements. Any document a borrower submits is ingested and structured automatically — no pre-processing, no reformatting, no new tools for your team.
INGESTIONIncome & employment verification
Gross, net and variable income reconciled across pay stubs, bank deposit history and tax returns. One verified figure, with every source cited and every inconsistency surfaced.
VERIFICATIONDiscrepancy & fraud detection
Inconsistencies called out with the exact figures that don't align — not just a flag. Plus document-level fraud signals learned from real repayment outcomes across your portfolio, not a static rule list.
RISKThe outcome flywheel
Every loan Vecminds touches eventually gets tagged with a real repayment outcome. That signal trains the model on your borrower population — what predicts default in your portfolio is something no off-the-shelf model has ever seen, and no competitor can copy.
DATA MOATEmbedded in your workflow
Vecminds lives inside the LOS your credit team already runs — not beside it. There is no new tool to learn, no parallel system to maintain. It becomes part of how your team works, not something alongside it.
WORKFLOWAudit history that compounds
Every decision builds your regulatory trail. The longer Vecminds runs in your stack, the stronger your examiner story becomes. A new entrant — or an off-the-shelf model — starts that clock from zero.
REGULATORY TRUSTProduction-ready in four steps.
Most lending teams have their first document flow verified by Vecminds within a two-week pilot.
Connect your LOS and document store
A read-only connector to your loan-origination system. Documents flow in as borrowers submit them — no pre-processing, no reformatting, no workflow changes.
Submit the document package
Pass the borrower's documents to the API as-is. Pay stubs, bank statements, tax returns — Vecminds reads them so your team doesn't have to.
POST /verify documents: [ "pay_stub_aug.pdf", "bank_stmt_q3.pdf", "1040_2023.pdf" ]
Receive the verified credit file
Income computed. Discrepancies reconciled. Fraud signals raised. A clean, structured file — with every figure sourced — lands in your underwriting UI.
Underwriter decides. Outcome trains the next file.
Your underwriter acts on a clean file, not a pile. How the loan performs — repayment, default, early exit — comes back to train the model on your portfolio. Every file Vecminds processes makes the next one sharper in a way no competitor can replicate.
Every lending vertical, one intelligence layer.
Vecminds is in production across consumer, commercial and embedded lending — wherever a credit officer is still spending days on a document pile that a machine should be reading.
Consumer Lending
Personal, auto and student loan origination. Verified income and fraud signals from every document package — so credit officers review files, not piles.
Business Credit
SMB term loans, lines of credit and commercial underwriting. Financial statements, bank history and tax returns reconciled into one verified credit memo.
Mortgage & Real Estate
Purchase, refi and HELOC origination. Every income source verified, every discrepancy surfaced, every step auditable — before the file reaches the underwriter.
BNPL & Embedded Finance
Point-of-sale and embedded credit at checkout speed. Income and identity verification that learns from outcomes — approval rates improve as the flywheel turns.
Questions we hear in every first call.
No. Vecminds prepares the verified credit file — income computed, discrepancies surfaced, fraud signals flagged. The lending decision stays entirely with your underwriter. We make the human's decision faster and better; we don't replace it.
Every file Vecminds processes eventually gets tagged with a real repayment outcome — whether the borrower repaid, where early defaults clustered, which document signals predicted fraud. That outcome data trains the models on your specific borrower population. What predicts default in your portfolio is a signal no off-the-shelf model has ever seen. The longer Vecminds runs, the wider that gap grows.
Off-the-shelf models can extract text from documents. They can't tell you which income patterns in your specific borrower population actually predict repayment — because they have never seen your loan outcomes. Vecminds starts with strong general extraction and gets sharper as it observes how the files it processes perform. That outcome-trained layer is not something you can buy; it accumulates as you use the system.
A better model alone doesn't copy what Vecminds builds over time. The moat is four things: the workflow your credit team works inside every day (switching means retraining staff and re-validating with auditors); the outcome data flywheel trained on your portfolio (no one else has it); the regulatory audit history that strengthens with each decision; and distribution through the LOS platforms lenders already run. A new entrant — including a large one — starts all four clocks from zero.
A read-only connector to your LOS and document store — your existing workflow doesn't change. We support most major platforms out of the box; our SDK handles the rest. Most teams are ingesting live documents within a week of starting a pilot.
Vecminds can be deployed on-premise, in your VPC, or in a region-locked private cloud. Borrower documents never leave your environment. We are SOC 2 Type II, ISO 27001 and GDPR compliant, and publish a DPA on request.
Stop handing your underwriters a pile. Start handing them a verified file.
A 30-minute walkthrough with our team. Bring a real document flow you'd like to scope; leave with a working prototype within two weeks — and a flywheel that starts turning on day one.