Underwriting intelligence
for capital decisions.

Cevrynt is building an AI-powered underwriting intelligence platform for Merchant Cash Advance and alternative business lending—starting with a working MVP and real-document validation.

Investor briefing · Cevrynt
MVP validation
demonstration data
MVPIntakeAnalysisReviewValidatePilotIntegrateScale
MVP
Built
Files
200+
Objective
$250K
PRE-SEED FUNDING OBJECTIVE
$250K
Working MVPBuilt
Test files200+
Pre-seed$250K
NextPrivate pilot
— Founder vision

Build the intelligence layer for lending decisions.

Working MVP
Core workflow

Secure intake, analysis, risk review, decision support, and human-reviewable reporting are developed.

Private pilot
Next phase

Selected lender workflows will validate review, configuration, governance, and integration requirements.

Cevrynt platform · MVP
Deal intelligence
demonstration data · reviewable
DocumentsLinked
AnalysisStructured
ReviewHuman
OutputEvidence
working MVPvalidation underway
Cevrynt platform · pilot
Private-pilot preparation
governance-ready · lender-configurable
WorkflowConfigure
ControlsPrepare
IntegrationPlan
PilotNext
selected pilotsnext phase
200+ files
Validation

Real-world business applications, statements, and supporting files are available for structured testing.

US setup
Pre-seed readiness

US corporate formation is planned as part of pre-seed readiness.

— Execution path

Four phases, one thesis.

Start with a working workflow, validate against real documents, prepare selected pilots, then build toward repeatable underwriting infrastructure.

MVP
Built
Files
200+
Pilot
Next
Objective
$250K
— Use of funds

Capital focused on execution readiness.

The $250K pre-seed objective is intended to move Cevrynt from working MVP and validation into private pilots, enterprise hardening, integrations, and commercial readiness.

Product engineering
Lender-facing workflow and review controls
Build
AI and data
Extraction, analysis, and evaluation
Validate
Security readiness
Controls, access, and incident preparation
Harden
Integrations
Verification, CRM, and API readiness
Plan
Pilot onboarding
Configuration, training, and support
Prepare
Commercial readiness
Repeatable deployment direction
Next
Pre-seed funding objective
$250K
— Product defensibility

Intelligence built to remain reviewable.

Cevrynt dossier · demonstration
reviewable
Principle · 01
Complete deal context

Connect documents, transactions, obligations, identities, verification results, and risks in one workflow.

Analysis is structured around the complete deal, not isolated files.

Sources
Linked
traceable
Review
Human
required
Output
Evidence
structured
04
principles · one workflow
Human review
required
01
Complete deal context

Connect documents, transactions, obligations, identities, verification results, and risks in one workflow.

02
Reviewable intelligence

Present recommendations with rationale, uncertainty, conditions, and supporting evidence.

03
Configurable policies

Prepare lender-specific workflows, document requirements, and review controls for private-pilot validation.

04
Embedded delivery

Build toward delivery through dashboards, reports, CRMs, loan-origination systems, and APIs.

Investment snapshot

A disciplined pre-seed opportunity.

Stage
Pre-seed

Working MVP progressing toward selected private-pilot deployment.

Funding objective
$250K

Focused on validation, enterprise hardening, integrations, and commercial readiness.

Validation
200+

Real-world files available for product testing and underwriting-workflow validation.

Next milestone
Pilot

Selected lender workflows, configuration, and underwriter feedback.

Investor access

The briefing path · controlled.

Today
$14.8M
Wires
62
T+0
84%
Wire Rail · live feed streaming
review · Step 01
Founder thesis and market entry
Briefing
sent
review · Step 02
Controlled product demonstration
Demo
sent
review · Step 03
Pitch-deck request review
Deck
sent
review · Step 04
Approved materials on request
Diligence
sent
review · Step 05
Shared through definitive documentation
Terms
sent
review · Step 06
Qualified investor discussion
Follow-up
sent
review · Step 01
Founder thesis and market entry
Briefing
sent
review · Step 02
Controlled product demonstration
Demo
sent
review · Step 03
Pitch-deck request review
Deck
sent
review · Step 04
Approved materials on request
Diligence
sent
review · Step 05
Shared through definitive documentation
Terms
sent
review · Step 06
Qualified investor discussion
Follow-up
sent
review · Step 01
Founder thesis and market entry
Briefing
sent
review · Step 02
Controlled product demonstration
Demo
sent
review · Step 03
Pitch-deck request review
Deck
sent
review · Step 04
Approved materials on request
Diligence
sent
review · Step 05
Shared through definitive documentation
Terms
sent
review · Step 06
Qualified investor discussion
Follow-up
sent
Investor access

Investor questions · answered.

Cevrynt is an AI-powered underwriting intelligence platform for MCA and alternative business lenders. Information is provided for preliminary discussion purposes only and does not constitute an offer to sell, or a solicitation of an offer to purchase, securities.

Information is provided for preliminary discussion purposes only.Request Investor Briefing →