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THE CLEARSTAQ BLOG

Insights for Modern Underwriting

Industry analysis, product updates, and tactical guides for MCA brokers, lenders, and financial professionals.

The MCA Underwriting Checklist: What to Look for in Bank Statements
MCA/Lending

The MCA Underwriting Checklist: What to Look for in Bank Statements

A 10-point checklist for MCA underwriters reviewing bank statements — with threshold numbers, red flags, and the metrics that predict repayment capacity.

ClearStaq Team
11 min read

Webhook vs Polling: Choosing the Right Integration Pattern for Bank Statement Processing at Scale
API/Technical

Webhook vs Polling: Choosing the Right Integration Pattern for Bank Statement Processing at Scale

Learn when to use webhooks vs polling for bank statement processing. Discover how webhooks cut latency, reduce API costs, and enable real-time underwriting at scale.

ClearStaq Team
15 min read

Loan Stacking Detection: How Lenders Identify Borrowers Taking Multiple MCAs Simultaneously
MCA/Lending

Loan Stacking Detection: How Lenders Identify Borrowers Taking Multiple MCAs Simultaneously

Learn how lenders detect merchants taking multiple MCAs simultaneously. Discover 7 bank statement signals, EDDS calculations, and automated detection methods.

ClearStaq Team
21 min read

Revenue Seasonality Mapping: How CPAs Benchmark Client Cash Flow Month Over Month
CPA & Accounting

Revenue Seasonality Mapping: How CPAs Benchmark Client Cash Flow Month Over Month

Learn how CPAs use cash flow seasonality analysis to benchmark client revenue month over month. Discover the 5-step workflow from bank statement data to advisory.

ClearStaq Team
21 min read

Bank Statement PDF Parsing: Handling Scanned Images vs Native PDFs in Production
API/Technical

Bank Statement PDF Parsing: Handling Scanned Images vs Native PDFs in Production

Learn how production bank statement PDF parsing APIs handle native PDFs, scanned PDFs, and hybrid documents — with OCR pipelines, confidence scores, and routing logic.

ClearStaq Team
17 min read

How to Detect Circular Transactions in Bank Statements: A Fraud Investigator's Playbook
Fraud Detection

How to Detect Circular Transactions in Bank Statements: A Fraud Investigator's Playbook

Learn 7 proven signals of circular transaction fraud in bank statements. Discover how MCA underwriters detect round-trip deposits and artificial revenue inflation.

ClearStaq Team
19 min read

NSF Frequency Analysis: How MCA Underwriters Use Overdraft Patterns to Predict Default Risk
MCA/Lending

NSF Frequency Analysis: How MCA Underwriters Use Overdraft Patterns to Predict Default Risk

Learn how MCA underwriters use NSF frequency analysis to predict default risk. Discover 5 overdraft patterns, thresholds, and the NSF-to-revenue ratio framework.

ClearStaq Team
20 min read

Synthetic Identity Fraud in Small Business Lending: Bank Statement Patterns That Give It Away
Fraud Detection

Synthetic Identity Fraud in Small Business Lending: Bank Statement Patterns That Give It Away

Learn 8 bank statement patterns that reveal synthetic identity fraud in small business lending. Discover how AI detects fabricated business financials instantly.

ClearStaq Team
23 min read

Multi-Bank Statement Aggregation: How to Build a Unified Cash Flow View Across Multiple Accounts
Parsing

Multi-Bank Statement Aggregation: How to Build a Unified Cash Flow View Across Multiple Accounts

Learn how to aggregate bank statements from multiple institutions into one unified cash flow view. Discover how to eliminate double-counting and surface cross-account fraud.

ClearStaq Team
18 min read

Page 1 of 43 · 385 articles

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