AI for Commercial Lenders

The AI-native platform for
commercial loan origination.

Upload a borrower package. AI classifies documents, spreads financials, screens the deal, and drafts the credit memo — in minutes, not days.

0hrs

saved per analyst, per week

0x

more deals per analyst

0%

faster time-to-decision

0%

lower cost per loan

The Platform

The full origination workflow, built on AI.

From document intake to credit decision — every step handled by AI.

Bank statement
Inflows

$667,857

Outflows

$525,320

Net Flow

+$142,537

Cash Flow Trends
In
Out
Net
JanFebMar
AI Behavioral Analysis
21
Structural Cash Flow Deficit$17,882/mo

New loan payment began in February, leaving only ~$10K to cover operating expenses.

High Related-Party Transfers$84,350

Significant outflows to related entities totaling over $84K in February alone.

Diversified Recurring Revenue103 payers

Core revenue is highly diversified with ~103 individual fee payments per month.

Bank Statement Analysis

AI extracts line-level transactions from PDF bank statements. NSF activity, revenue concentration, and cash flow trends — surfaced automatically.

Financial Spreading

Income statements, balance sheets, and cash flows extracted into your institution's format. Every cell traced back to the source page and line.

Balance sheet
Balance Sheet
Annual3 periods
CategoryFY 2025FY 2024FY 2023
ASSETS
+Current Assets12,472,3202,087,7001,977,600
+Fixed Assets (Net)1,896,0001,848,0001,771,600
+Non-Current Assets125,000150,000175,000
LIABILITIES
+Current Liabilities21,161,2001,110,800970,400
+Long-Term Liabilities1,240,0001,380,0001,520,000
EQUITY
Retained Earnings1,174,785757,450553,834
Net Income3417,335203,616162,466
Total Assets by Year
Current
Fixed
Other
$3.9M
FY23
$4.1M
FY24
$4.5M
FY25
Key Ratios
Current Ratio
1.82x+12.3%
Debt-to-Equity
0.63x-8.7%
Working Capital
$847K+18.4%
All cells traced to source
Pg 2Verified
Credit Memorandum
Generating...
Borrower

Apex Manufacturing LLC

Facility

$2,500,000 Equipment

Term

60 months, fixed

1. Executive Summary

Apex Manufacturing has demonstrated consistent revenue growth of 18.4% YoY1 with a strengthening margin profile. The debt service coverage ratio of 1.42x2 provides adequate cushion for the requested facility. Primary risk factors include single-customer revenue concentration at 42%.3

2. Financial Analysis

DSCR

1.42x

LTV

72%

D/TNW

0.63x

Concentration

42%

Annual revenue reached $4.1M in FY2024, up from $3.5M.1 Operating margins expanded to 11.2% from 7.4%,4 driven by improved procurement terms and production efficiency gains.

3. Risk Assessment

The primary credit risk is customer concentration, with 42% of revenue from a single account.3 Mitigants include a 10-year relationship, diversified product mix across 6 SKU lines, and contractual minimums through 2026.

Collateral coverage is adequate at 138% of the requested facility, consisting of|

4. Collateral Analysis

5. Conditions & Covenants

6. Recommendation

Credit Memos

Executive summary, financial analysis, risk assessment, and recommendation — generated from spread data and risk flags. Analysts review, not write.

Document Classification

AI classifies every document by type, period, and entity — across 70+ categories. Missing and duplicate docs are flagged automatically.

Drop borrower documents here

2023_tax_return_final.pdf
bank_stmt_oct.pdf
scan0042.pdf
financials (2).xlsx
IMG_4821.pdf
pfs_john_doe.pdf

+ 18 more files

Document Checklist6 / 8
Tax Return (1120-S)
2023_tax_return_final.pdfFY 2023
Bank Statements (3 mo.)
bank_stmt_oct.pdf + 2 moreOct–Dec 2024
Balance Sheet
scan0042.pdfQ3 2024
Income Statement
financials (2).xlsxFY 2024
Rent Rolldup
rent_roll_q3.pdfQ3 2024
Personal Financial Stmt.
pfs_john_doe.pdfOct 2024
A/R Aging ReportMissing
Certificate of InsuranceMissing
2 documents still required to complete package

How It Works

From document drop to committee-ready memo

01

Upload documents

Tax returns, financials, bank statements — classified automatically.

02

Auto-spread financials

Line items extracted into your templates instantly.

03

AI screens the deal

Financial health, compliance, and risk — analyzed in parallel.

04

Memo generated

Committee-ready with source-cited financials and risk commentary.

Workflow Automation

The same origination process, radically faster.

LendPipe replaces days of manual origination work with minutes of AI-driven analysis.

Without LendPipe

Spreadsheets, email chains, and deals that take days to close

Analysts spend 4-8 hours hand-keying financials from documents into spreadsheets

Missing documents discovered mid-review, sending you back to the borrower

Risk flags buried in 200-page packages that nobody reads end to end

Credit memos assembled by copy-pasting between Word, Excel, and email

With LendPipe

Upload to committee-ready in under 10 minutes

Drop an entire borrower package and AI classifies, extracts, and spreads every document

Missing pages and document gaps flagged automatically before review begins

DSCR, leverage ratios, and policy violations surfaced instantly across all periods

Committee-ready credit memo drafted with source-linked financials and risk commentary

Security

Built for regulated lenders

Security isn't an add-on — it's the foundation. LendPipe is designed from the ground up for the compliance requirements of banks and credit unions.

No model training
AES-256 & TLS 1.3
Tenant isolation & RBAC
SOC 2 Type II

Frequently asked questions

LendPipe achieves over 95% accuracy on standard financial documents including tax returns, audited financials, and bank statements. Every extracted number includes a source citation linking back to the exact page and line item in the original document, so your team can verify any figure instantly.

We support PDF, Excel, CSV, and scanned documents. Our AI handles individual and business tax returns (1040, 1065, 1120, 1120-S), personal financial statements, bank statements, rent rolls, A/R and A/P aging, and interim financials. Documents are automatically classified and mapped to the correct entity upon upload.

LendPipe augments your process, not replaces it. Your analysts still review and approve everything — we eliminate the manual data entry and first-draft work. Custom spreading templates match your institution's format, and role-based access keeps your manager/analyst workflow intact.

We use AES-256 encryption at rest and TLS 1.3 in transit. Our infrastructure is SOC 2 Type II compliant. We never use borrower documents or financial data to train AI models. Your data is isolated per organization and never shared across tenants.

Most teams are processing loans within their first week. Setup involves creating your organization, inviting team members, and configuring your spreading templates. No complex integrations required — we handle document intake, spreading, and memo generation out of the box.

Yes. Create custom spreading templates matching your institution's exact format. Set organization-wide defaults or borrower-specific templates. Credit policy parameters (minimum DSCR, maximum leverage, etc.) are configurable so risk screening matches your actual guidelines.

Your next deal shouldn't take a week to originate.

See how LendPipe gets lending teams from document drop to committee-ready memo in under 10 minutes.

Request a demo