Pave
6 known investors
Pave provides AI-powered cashflow analytics, attributes, and scores that lenders integrate into their risk models to assess consumer and SMB credit risk. Its models, trained on data from over 20 million borrowers, help lenders approve underserved borrowers, set loan sizes, and improve repayment rates.
Also known as Pave Β· Pave.dev
Founders & leadership
Investors Β· 6
Company profile
researched Aug 2026Pave (pave.dev) provides a cashflow intelligence platform that delivers credit risk analytics to lenders. The platform ingests financial data from multiple sources and produces cashflow analytics, attributes and scores that customers can incorporate into their own underwriting and risk models. Stated capabilities include real-time cashflow and affordability signals, analysis of income trends, debt payment behavior and signs of financial distress, and prediction of delinquencies, ability to pay and non-sufficient funds (NSF) events.
Consumer lending use cases covered by the platform include cash advances, personal loans, small dollar loans, credit cards and charge cards, where the scores are used to set approvals, advance amounts, dynamic credit limits and repayment schedules aligned with borrower income patterns. Pave also lists business-lending use cases β merchant cash advance, working capital financing, equipment financing, business lines of credit and business charge cards β as coming soon. The company positions the platform around reaching underserved applicants who are missed by traditional credit data, drawing on a data network of loan repayment and performance data.
Business model
Pave sells cashflow analytics, attributes and scores to lenders and capital providers, which they consume via API or Snowflake and embed into their own proprietary risk models. Lenders retain control of their models while Pave supplies normalized data, feature extraction and customizable scores tailored to each lender's criteria.
Pave provides its cashflow analytics, attributes and scores to lending customers as a data and API product, accessible via API or Snowflake.
Traction
Pave cites customer backtests and live implementations showing up to a 45% increase in approvals, a 27% reduction in NSFs and a 69% reduction in defaults, and references named customers including True Financial. It states it is backed by institutional investors.
βΈFull profile β market position, technology, go-to-market
Market position
Pave operates in cashflow underwriting and credit risk analytics, offering an alternative or complement to traditional credit-bureau-based scoring such as FICO-driven models. It publishes customer-cited outcomes, including a customer testimonial from the founder and CEO of True Financial describing improved 30-day repayment rates.
Pave positions itself on cashflow-based analytics and scores trained on customers' own loan performance data, intended to identify creditworthy borrowers that traditional credit data and models miss, while leaving the lender's proprietary model in place. It emphasizes automated data cleaning, normalization and feature extraction across multiple data sources, unified attributes, pre-configured data source integrations, and near-real-time processing delivered via API or Snowflake.
Technology
An AI-powered analytics platform that processes financial data in near-real time, automating data cleaning, normalization and feature extraction to generate unified attributes and custom scores from multiple data sources, delivered through APIs and Snowflake with pre-configured data source integrations.
Go-to-market
Pave markets directly to lenders through its website with demo requests, publishes data studies and blog research on cashflow credit scoring, hosts live sessions such as a quarterly Consumer Financial Index read-out, and partners with decisioning infrastructure providers such as Taktile to reach lenders through their workflows.
Consumer credit providers, business credit providers and debt capital providers, including banks, credit unions and fintech lenders serving underserved consumer and small-business borrowers in the US.
Compiled by commissioned research from 1 cited public sources β announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed β not independently audited.
Timeline Β· 1
launches, deals, and filingsPave.dev announced a partnership integrating its cashflow intelligence with Taktile's decision engine to support automated credit underwriting for small and medium businesses.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
βΈResearch sources Β· 1
primary sources listed
- Pave Cashflow Intelligence platformpave.dev Β· web
1 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Pave do?
- Pave provides cashflow analytics, attributes and scores that lenders use in their credit risk models to underwrite underserved borrowers.
- Who founded Pave?
- Pave was founded by Raymond Rouf, Ema Rouf.
- Who are Pave's investors?
- Pave's investors include Better Tomorrow Ventures, Data Tech, Lorimer Ventures, Streamlined Ventures, Valuestream Ventures, Socially Financed.