Alternative lending has scaled.
Underwriting infrastructure has not.

Merchant Cash Advance and alternative business lenders operate across complex documents, banking activity, debt obligations, verification sources, and manual review workflows that were not designed for today’s speed or scale.

Underwriting complexity · MCA
MCA entry wedge
initial focus
Input
Applications
Review
Bank data
Risk
Debt signals
Verify
KYB / KYC
Rules
Policies
Human
Decision
MCA focus
Human review
US marketFocus
MCAEntry wedge
ModelEnterprise
StagePrivate pilot
— The infrastructure gap

Capital moves quickly · underwriting remains fragmented.

workflow pressure
Manual reviewHigh
Files

Applications, bank statements, contracts, identity records, and supporting files require substantial manual review.

MCA workflows demand
Fragmented dataSplit
Systems

Critical borrower information remains distributed across documents, systems, spreadsheets, and third-party services.

MCA workflows demand
Hidden obligationsReview
Debt

Existing MCA positions, recurring lender debits, and potential stacking risk can be difficult to identify consistently.

MCA workflows demand
— Initial market wedge

MCA first. Built for complex underwriting.

Document intakeInput
Banking activityAnalyse
Debt signalsConnect
VerificationReview
Cevrynt
MCA
entry wedge
Policy rulesApply
Human reviewInspect
EvidenceLink
CRM / APIDeliver
— Cevrynt’s position

The intelligence layer between intake and decision.

Cevrynt connects documents, banking activity, obligations, verification, policies, risks, evidence, and review before the lender’s final underwriting decision.

Document review
Connected
Bank data
Analysed
Debt visibility
Reviewed
Verification
Linked
Human decision
Retained
DOCUMENT REVIEWBANK DATADEBT VISIBILITYVERIFICATIONHUMAN DECISION
The market gap

More than OCR. More than a bank-statement calculator.

The market gap · dossier
reviewable
Stage · 01
Manual underwriting

Experienced reviewers manually connect documents, transactions, obligations, verification, and policy requirements.

Sources
Linked
Review
Human
Output
Structured
04
stages · one workflow
Evidence
linked
01
Manual underwriting

Experienced reviewers manually connect documents, transactions, obligations, verification, and policy requirements.

02
Basic OCR

Extracts text and fields without understanding the complete underwriting context.

03
Generic AI tools

Provide document reasoning but often lack MCA-specific transaction, debt, policy, and workflow depth.

04
Cevrynt

Connects evidence-linked analysis, configurable policies, human review, and structured delivery.

Early validation

Testing against real underwriting complexity.

Working MVP
MVP

Core workflow built.

200+ TEST FILES
200+

Real-world files for workflow validation.

US MARKET
US

Initial MCA and alternative-lending focus.

PRIVATE PILOT
Pilot

Preparing for selected lender feedback.

Expansion potential

MCA first. Broader SMB underwriting over time.

Underwriting workflow · staged review Cevrynt lens
IntakeDocsBankDebtKYBPolicyReviewTermsEvidenceReportCRMAPI
MCA entry wedge
Integration-ready
Market opportunity

The opportunity · answered.

The initial focus is Merchant Cash Advance funders, alternative business lenders, underwriting teams, and lending-technology operators.