Underwriting Intelligence for Small Business Lending

MCA underwriters spend hours per deal manually reviewing bank statements and researching merchants. Draco AI automates the analysis so you can focus on the decision.

Draco AI — MCA Underwriter Portal
Three Brothers Pizza
Restaurant · NYC · Feb 2026
DOCUMENTS
PDF
Application.pdfQueued
PDF
Chase Jan.pdfQueued
PDF
Chase Dec.pdfQueued
PDF
Chase Nov.pdfQueued
PDF
Credit Report.pdfQueued
+ Upload more
Three Brothers Pizza
Created Feb 2, 2026
ReportActivity
Business Overview
Name
Three Brothers Pizza, Inc.
Type
Restaurant
Location
123 Main St, NYC
Reviews
4.2★ · 22 reviews
Credit Summary
652
Score
0
Bankruptcies
1
Collections
MCA Positions
Green Capital
$8,942 · $207/day
● GOOD STANDING
Vader Capital
$4,618 · $124/day
● MISSED PMTS
Revenue Analysis
$32,015
Revenue
$30,942
Expenses
$1,073
Profit
Ask AI
Ask about this deal...
Enterprise-grade security
Built by underwriters
Zero data sharing

The Underwriting Bottleneck

Every MCA deal requires the same manual grind. We built tools to eliminate it.

Manual Process

  • 45+ minutes reviewing each bank statement
  • Missed MCA positions create stacking risk
  • Manual merchant research via Google
  • Tribal knowledge stuck in underwriters' heads
  • Inconsistent decisions across the team

With Draco AI

  • Structured data extracted in seconds
  • Auto-detected positions with payment history
  • Automated business research & verification
  • AI learns and applies your criteria
  • Consistent, auditable analysis every time

Product Suite

Purpose-built tools for MCA underwriting, designed to work together.

PDF
Chase Bank
01/15+2,450
01/16-1,200
01/17+890
01/18-3,100
01/19+5,600
01/20-450
Parsing
JSON
{
  "bank": "Chase",
  "avg_balance": 12480,
  "deposits": 8940,
  "nsf_count": 0,
  "neg_days": 2,
  "categories": [...]
}

Bankminer

Extract structured financial data from any bank or credit union statement.

  • Balance trends & daily tracking
  • Transaction categorization
  • NSF & returned item detection
  • Deposit pattern analysis
PDF
Sunflower Bank
09/04+88
09/04-200
09/05-82
09/06+112
09/07-50
MCA Positions
3 current
Business Research
Found
Risk Indicators
NSF: 0
DataMerch
No flags

MCA Insights

Automated research and risk analysis for every submission.

  • Merchant business research
  • MCA position detection
  • Payment history tracking
  • Risk indicator summaries
Three Brothers Pizza
Restaurant · NYC
Credit652
MCA Positions
Green CapitalGOOD
Vader CapitalMISSED
Financials
Revenue
$32K
Expenses
$30.9K
Profit
$1,073
Transfers Out$1,300 ⚠️
Ask AI
What's concerning about this merchant?
Coming Soon

Underwriter Portal

Your AI co-pilot for deal review and decision support.

  • Chat with AI about submissions
  • Pull data from external sources
  • Generate deal summaries
  • Collaborative underwriting

From Documents to Decisions

See how Draco AI fits into your existing underwriting workflow.

1

Upload

Drop bank statements and applications into the platform

2

Extract

Bankminer parses and structures all financial data

3

Analyze

Insights generates risk assessment and merchant research

4

Decide

Review the summary, ask questions, make your call

Why MCA First

Why We Started with MCA

The MCA industry processes millions of funding applications annually, yet most underwriting is still done manually. We chose to start here because we've done this work ourselves—we know exactly where the bottlenecks are and what underwriters actually need.

MCA underwriting is complex enough to matter, standardized enough to automate, and high-volume enough to deliver real ROI. It's the proving ground for underwriting AI that will eventually serve all of small business lending.

$0B+
MCA market size
Growing 7%+ year over year
0 min
Avg. manual review time
Mostly spent gathering data, not decisions
0%
Of deals never fund
Every unfunded deal is time that earns nothing

Enterprise-Grade Security

Your financial documents are sensitive. We treat them that way.

Encrypted at Rest

AES-256 encryption for all stored documents

Encrypted in Transit

TLS 1.3 for all data transmission

Secure Infrastructure

Hosted on Google Cloud Platform

No Data Sharing

Your documents are never used to train models

Who We Are

Domain expertise meets AI engineering. We've done the underwriting work ourselves.

Salman Shah

Salman Shah

CEO & Co-founder

Former MCA underwriter turned ML engineer. Built underwriting systems from both sides of the table.

MCA UnderwritingAI/ML
David Newhall

David Newhall

CTO & Co-founder

30 years in software engineering and AI. Caltech-educated ex-Googler. Drives technical architecture and AI strategy.

Ex-GoogleCaltechAI/ML
John Murphy

John Murphy

Strategic Advisor

Two decades leading multi-billion dollar product portfolios at IBM and Google. Guides go-to-market and growth strategy.

Ex-GoogleEx-IBM

Frequently Asked Questions

Bankminer works with statements from virtually any US bank or credit union. We handle PDFs, scanned documents, and various statement formats.

We maintain a catalog of known MCA lenders and identify their payment patterns automatically. For lenders not in our catalog, we flag other recurring debt payments for your review. Our system continuously learns and expands its recognition as we encounter new funders.

Yes. We're building API access for integration with your CRM, LOS, or internal tools. Early access users can work with us to shape the integration approach.

All documents are encrypted at rest (AES-256) and in transit (TLS 1.3). We host on Google Cloud Platform and never share your data or use it to train our models.

We price based on the volume of pages you process—so you only pay for what you use. Early access users get favorable pricing as we build alongside you. Let's talk about what makes sense for your volume.

As a beta user, you'll work directly with our founding team to get set up. We move fast and can typically have you processing statements within days.

Ready to Transform Your Underwriting?

We're working with a small group of MCA lenders who want to shape the future of underwriting.

Request a Demo