Product memo
Lenders use Marlith to automate loan application analysis, making faster, data-driven decisions. It processes borrower CSV data directly, bypassing traditional credit bureaus and manual reviews. The engine delivers instant approve/review/reject decisions, recommended loan amounts, and key financial metrics. This approach targets lenders who prioritize rapid processing and performance data without complex integrations.
- For who
- Lenders analyzing loan applications
- Solves what
- Automates loan application analysis using cash flow data for faster, better decisions.
- CSV upload for underwriting
- Instant credit decisions
- Automated financial metrics
In their own words
Marlith — AI Loan Decision Engine
Make smarter loan decisions using cash flow data. Drop a borrower CSV, get a clean credit decision, recommended loan amount, and a defensible audit trail — instantly.
Operator & company
Company
- Founded
May 2026
Operating model
- Business model
Saas
- Platform
Web app
- Audience
Sales
Product channels
Builder strategy
ProvenRadar analysis
- Strategy Type
- Niche Specialist
- Stage
- Vc Growth
- Effort
- Solo Buildable
Commercial cues
- Model
- free only
- Free tier
- Yes
- Trial
- No
Pricing strategy
Marlith offers a free tier; paid plan details are not publicly priced.
- • A free tier lets lenders test CSV analysis without commitment.
- • Annual pricing targets high-volume lenders processing billions in originations.
- • No-signup friction removes barriers to initial product adoption.
About Marlith Expand
Marlith provides an AI-powered engine for lenders to automate loan application analysis. It helps make smarter loan decisions by analyzing cash flow data directly from borrower CSV files.
This approach offers instant credit decisions, recommended loan amounts, and a defensible audit trail, all without relying on traditional credit bureaus. Marlith targets lenders who need rapid processing and performance data to simplify their underwriting process and improve decision accuracy.