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Parafin

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Parafin

Founded in 2020 by former Robinhood data scientists, Parafin provides financing to small businesses through the platforms they already use to run their operations. It works with marketplaces, payments companies and business software providers to offer loans and cash advances based on real-time sales and cash flow data, rather than personal credit scores. In 2025, Parafin expanded beyond capital advances, launching Pay Over Time with payroll provider Gusto. <p>Funding: $194 million from Ribbit Capital, Thrive Capital and GIC, among others. </p><p>Latest valuation: $750 million. </p><p>Date of last valuation: October 2024. </p><p>Bona fides: The company says it serves 39,000 businesses, up from about 27,000 a year ago. Revenue grew to $90 million in 2025 up from $68.6 million in 2024. </p><p>Cofounders: CEO Sahill Podar, 39; CTO and chief product officer Vineet Goel, 33; Ralph Furman, 40, (no longer with the company).</p>

parafin.com
HQ: San Francisco, California, United States
200
Finance

Company research

Public company, workplace, funding, and market signals

Updated Aug 16, 2026

Overview

Parafin is a San Francisco-based financial infrastructure company that enables marketplaces, vertical SaaS platforms, payment processors, and other platforms to embed financial products for small businesses. It abstracts underwriting, capital markets, compliance, servicing, support, and money movement so partners can launch white-labeled financial services with a single integration.

Primary product

Embedded financial infrastructure, centered on Capital—a white-labeled working-capital and term-loan program—with additional Spend Card and Pay Over Time products.

Founded

2020

Headquarters

San Francisco, California, United States

Team size

100-150

Industry

Financial Services

Sub-industry

Embedded finance and SMB lending infrastructure

Offices

San Francisco, California, United States
United States
Germany
India

Business model

B2B2B embedded finance infrastructure
White-label financial products for platforms
Revenue sharing with platform partners
Capital-fee and financing-program economics

Funding

Stage

Series C / late stage

Total raised

$562M

Latest round

Series C · Dec 2024

Latest amount

$100M

Series C

Dec 2024 · Notable Capital

$100M

Debt facility

Aug 2024 · Jefferies and Trinity Capital

$93M

Debt / warehouse facility

Apr 2024 · Silicon Valley Bank and Trinity Capital

$125M

Series B

Aug 2022 · GIC

$60M

Seed and Series A financing

Sep 2021 · Ribbit Capital and Thrive Capital

$34M

People & investors

Leadership

Sahill Poddar

Co-Founder and CEO

Vineet Goel

Co-Founder and Chief Product and Technology Officer

Rahul Dani

Head of Engineering

Archit Shah

General Counsel

Michelle C.

Head of Sales

Shelley Xu

Head of Business Operations and Strategy

Felicia Liang

Head of Design

Eugene Krimkevich

Head of Platform Growth

Andrea Leewong

Head of Marketing

John Quine

Head of Strategic Operations

Founders

Ralph Furman

Co-Founder; formerly President

Investors

GIC
Jefferies
Notable Capital
Redpoint Ventures
Ribbit Capital
Silicon Valley Bank / First Citizens Bank
Thrive Capital
Trinity Capital

Work & culture

Public careers and engineering material emphasize ownership, adaptability, continuous improvement, blameless retrospectives, trust, empathy, cross-functional collaboration, and solving difficult problems in machine learning, payments, compliance, and money movement. Current advertised roles are predominantly in San Francisco; a definitive remote or hybrid policy was not found.

Compensation

Public job listings and third-party employer data indicate competitive startup compensation, but Parafin does not appear to publish a consistent salary framework in the sources reviewed. Third-party employer ratings cited by Exa were approximately 4.1/5 for compensation and 4.4/5 overall, based on a small review sample.

Product & market

Pricing

Platform-specific and generally not publicly disclosed. Capital products use a fixed capital fee or financing charge; Parafin's public examples show revenue-based repayment, fixed-term repayment, and no interest or late-fee framing for certain products. Platform partners can earn a share of capital fees when customers convert.

Differentiators

  • —Full-stack embedded-finance infrastructure rather than an underwriting API alone
  • —White-labeled experience that preserves the platform partner's brand and customer relationship
  • —AI and machine-learning underwriting based on platform and transaction data rather than relying primarily on personal FICO scores
  • —Handles capital markets, underwriting, compliance, servicing, risk, and customer support
  • —No-code, low-code, API, and fully custom integration options
  • —Multi-product suite spanning working capital, term loans, revolving business spend, and Pay Over Time
  • —Distribution through major marketplaces, SaaS platforms, payment processors, and channel partners
  • —Large underwriting data set and claimed models trained on more than 1 billion cross-industry data points

Technology

Python
Java
Scala
TypeScript
JavaScript
React
SQL
SparkSQL
DuckDB
XGBoost
MLflow
Databricks
Presto
Kubernetes
Terraform
AWS/RDS
S3
Datadog
Buildkite
Google Cloud Platform

Customers

DoorDash / DoorDash Capital
Amazon
Walmart
Worldpay
Mindbody
Gusto
360 Payments
Fullsteam
Xplor Technologies
Kajabi
NMI
TikTok
Jobber
NMI channel partners

Competitors

Liberis
YouLend
Pipe
Wayflyer
Credit Key
Banxware
OatFi
Flowpay
iwoca

Scale & contact

Estimated revenue

$100M-$250M annualized revenue/run-rate estimate. Parafin stated in its 2025 review that it surpassed $100M in annualized revenue run rate; no audited revenue figure was located.

Estimated monthly visits

50.2K

Traffic estimate as of Jun 2026

Latest news

Parafin 2025: A defining year for embedded financing and small business growth

Parafin · Dec 2025

Parafin reported launching Pay Over Time, expanding term loans and multi-location capabilities, adding partners including Jobber, NMI, Kajabi, and accept.blue, securing new funding capacity through Cross River, surpassing $100M in annualized revenue run rate, and extending more than $25B in cumulative offers.

Parafin and NMI Partner to Bring Embedded Financing to Over One Million Merchants

Business Wire · Dec 2025

The partnership made Parafin-powered financing available through NMI's network of approximately 4,000 channel partners, potentially reaching more than one million U.S. merchants.

Case study: How 360 Payments and Parafin built a $100 million embedded financing program

Parafin · Nov 2025

Parafin reported that the 360 Payments program surpassed $100M in originations, funding more than 3,000 advances and loans to over 900 small businesses, with 85% of still-eligible businesses taking additional capital.

Parafin launches AI-powered Pay Over Time to transform small business financing

Parafin · Sep 2025

Parafin announced Pay Over Time, designed to let platforms offer financing for expenses such as inventory, equipment, payroll, advertising, and rent. Gusto's Payroll Bridge was an early deployment.

Parafin Raises $100M Series C to Redefine Small Business Financial Services

Business Wire · Dec 2024

Parafin announced a $100M Series C led by Notable Capital at a reported $750M valuation, with participation from Redpoint Ventures, Ribbit Capital, Thrive Capital, and GIC. The company said it was funding nearly $1B annually and expected to reach profitability within six months.

About / team informationBlog and engineering researchCapital productCareersFounders and leadership on LinkedInGitHubHomepageLinkedInProducts and platformsX / Twitter
SourcesParafin AboutParafin homepage and product overviewParafin CareersParafin CapitalParafin PlatformsParafin LinkedIn company pageParafin GitHub organizationParafin engineering and research blogParafin 2025 reviewParafin Series C announcementParafin Series A and seed announcement

Jobs and careers at Parafin

22 jobs at Parafin

HR Business Partner

Remote
People
San Francisco, CA; San Francisco, California, USA
1w ago
Remote
Full-time
Apply

Product Operations Specialist, Servicing

Remote
Operations
San Francisco, CA; San Francisco, California, USA
1w ago
Remote
Full-time
Apply

Account Executive, Platform Partnerships

Remote
Sales
San Francisco, CA; San Francisco, California, USA
2w ago
Remote
Full-time
Apply

Senior Software Engineer, Lending Products

Remote
Engineering
San Francisco, CA; San Francisco, California, USA
2w ago
Remote
Full-time
Apply

Engineering Manager, Data Platform

Remote
Engineering
San Francisco, CA; San Francisco, California, USA
3w ago
Remote
Full-time
Apply

Partner Engineer, Scaled Support

Remote
Platform Growth
San Francisco, CA; San Francisco, California, USA
3w ago
Remote
Full-time
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Customer Support Specialist

Remote
Customer Support
San Francisco, CA; San Francisco, California, USA
1mo ago
Remote
Full-time
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Head of Marketing

Remote
Marketing
San Francisco, CA; San Francisco, California, USA
1mo ago
Remote
Full-time
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Senior Software Engineer, ML Platform

Remote
Engineering
San Francisco, CA; San Francisco, California, USA
1mo ago
Remote
Full-time
Apply

Staff Software Engineer, Lending Products

Remote
Engineering
San Francisco, CA; San Francisco, California, USA
1mo ago
Remote
Full-time
Apply

Senior Software Engineer, Merchant Platform

Remote
Engineering
San Francisco, CA; San Francisco, California, USA
1mo ago
Remote
Full-time
Apply

Data Analytics Engineer

Remote
Data Science
San Francisco, CA; San Francisco, California, USA
2mo ago
Remote
Full-time
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Compliance Manager

Remote
Legal and Compliance
San Francisco, CA; San Francisco, California, USA
2mo ago
Remote
Full-time
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Lead Brand Designer

Remote
Design
San Francisco, CA; San Francisco, California, USA
3mo ago
Remote
Full-time
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Staff Software Engineer, Merchant Platform

Remote
Engineering
San Francisco, CA; San Francisco, California, USA
3mo ago
Remote
Full-time
Apply

Data Scientist

Remote
Data Science
San Francisco, CA; San Francisco, California, USA
3mo ago
Remote
Full-time
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Forward Deployed Engineer

Remote
Engineering
San Francisco, CA; San Francisco, California, USA
4mo ago
Remote
Full-time
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Senior Forward Deployed Engineer

Remote
Engineering
San Francisco, CA; San Francisco, California, USA
4mo ago
Remote
Full-time
Apply

Finance Data Lead

Remote
Finance
San Francisco, CA; San Francisco, California, USA
5mo ago
Remote
Full-time
Apply

Data Scientist, Underwriting

Remote
Data Science
San Francisco, CA; San Francisco, California, USA
6mo ago
Remote
Full-time
Apply

Platform Growth Lead

Remote
Platform Growth
San Francisco, CA; San Francisco, California, USA
6mo ago
Remote
Full-time
Apply

Senior Software Engineer, Data Platform

Remote
Engineering
San Francisco, CA; San Francisco, California, USA
7mo ago
Remote
Full-time
Apply

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