Parlay

What Parlay does

Parlay (legal entity: Parlay Protocol Inc.) is an AI-native SaaS company founded in 2022 and headquartered in Alexandria, Virginia, that builds a Loan Intelligence System (LIS) for community banks and credit unions to automate small business lending. The platform combines a white-labeled SMB applicant portal, a lender portal with pipeline management and loan scoring, 360° Enriched Applicant Profiles that integrate financial, behavioral, and alternative data sources, a Custom Credit Box Builder with dynamic conditional logic, AI-generated loan summaries, and a System of Intelligence layer. It connects to existing Loan Origination Systems (LOS) via API and pre-configured data integrations covering SBA 7(a), C&I under $1M, working capital, acquisition, and scored small loan products. Reported customer outcomes include 10x loan processing throughput, 95% manual-work reduction, and doubled approval rates at Unitus Community Credit Union (from 30% to 60%).

The underlying technology stack applies machine learning for predictive risk scoring, automated data enrichment, and product-fit recommendation across multimodal data (credit, tax, cash flow, industry benchmarks). Revenue is generated through enterprise SaaS subscriptions sold via direct field sales with quote-based pricing to financial institutions; the company uses a demo-request go-to-market motion and partners with JAM FINTOP and Mastercard for distribution into community lenders.

Parlay has raised approximately $3.3 million in total outside capital: a $1.3M pre-seed round in February 2024 led by Fenway Summer (with Alumni Ventures, Capacity Capital, Hivers and Strivers, Service Provider Capital, and Techstars), and a $2M seed round in June 2025 led by JAM FINTOP. Named customers and partners include First Internet Bank, Locality Bank, Unitus Community Credit Union, Vancity, Mastercard (Start Path), Stratyfy, Warrior Rising, Live Oak Bank, and Prosperity Now. The founding team comprises Alexandra McLeod (CEO), James Cho (CTO), and Jay Long (COO), supported by strategic advisors from community banking, regulatory, and AI ethics backgrounds.

Name

Parlay

Legal name

Parlay Protocol Inc.

Website

https://parlay.finance

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

1–10 employees

Short description

Parlay provides an AI-powered Loan Intelligence System that helps community banks and credit unions automate small business loan qualification, underwriting, and pipeline management, integrating with their existing Loan Origination Systems.

Ownership category

akta.pro rank

Product category

Lending Technology / Loan Origination Software

NAICS

Activities Related to Credit Intermediation (5223), Mortgage and Nonmortgage Loan Brokers (52231)

SIC

Loan Brokers (6163)

akta.pro primary industry

SBA/USDA Government-Backed Loan Intermediation (FSAEAEAI)

akta.pro secondary industry

Income, Employment & Cash-Flow Verification (Consumer) (FSAKAKAE)

Keywords

• Small business lending
• Loan origination software
• AI lending platform
• SBA loan processing
• Credit decisioning software

Headquarters

HQ city

Alexandria

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

1. SaaS Platform Licensing: Parlay operates as a SaaS-based Loan Intelligence Systems (LIS) company offering subscription licensing to community banks and credit unions. The platform integrates with existing Loan Origination Systems, enabling lenders to increase loan volume, operational efficiency, and profitability.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels6 records

Core offering

Parlay offers an AI-powered Loan Intelligence System (Parlay 3.0) sold as a SaaS platform to community banks and credit unions. The platform streamlines small business loan qualification, automates verification through 360° enriched applicant profiles, and integrates with existing Loan Origination Systems to help lenders book more SBA, working capital, acquisition, and C&I loans while reducing manual work. It delivers a white-labeled SMB applicant portal and a lender portal for pipeline management, loan scoring, and credit box validation.

Product overview

Parlay is an AI-native SaaS company offering the Parlay 3.0 Loan Intelligence System (LIS), a unified platform for small business lending automation. The core platform combines a white-labeled SMB Applicant Portal for intelligent intake, a Lender Portal for pipeline management and scoring, and advanced AI capabilities including 360° Enriched Applicant Profiles, Custom Credit Box Builder, and System of Intelligence features. The platform integrates with existing Loan Origination Systems (LOS) and uses AI to achieve 10x loan throughput and 95% reduction in manual work for community banks and credit unions issuing SBA and conventional small business loans.

Differentiator

Problem solved

Functional benefit

Products and services

• Parlay 3.0 Loan Intelligence System AI-powered SaaS Loan Intelligence System that streamlines SMB loan qualification, automates verification, and helps SBA and small business lenders book more loans while cutting manual work. Delivered to community banks and credit unions as a subscription platform with intelligent intake, AI-powered analysis, lender portal, white-labeled applicant portal, and API integration with existing Loan Origination Systems.
• White-Labeled SMB Applicant Portal A white-labeled intelligent intake portal for SMB lending products including working capital, SBA, acquisition, scored small loans, and C&I loans. Provides real-time customer onboarding and automatic data orchestration through pre-configured API integrations, enabling community lenders to deliver a branded borrower experience.
• Lender Portal A lender-facing portal that enhances efficiency of lending teams through automatic pipeline management, loan scoring, data validation, audit logs, version control, and seamless integration with existing Loan Origination Systems.

Quantifiable outcome

• 10x more pre-vetting efficiency for lenders
• +5 more outcomes

Named customers5 records

Segments3 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability8 records

Feature8 records

Partnerships

Eight partnerships are on record, tiered strategic, core and minor.

• Prosperity NowstrategicStrategic or Co-development Partner · 6 October 2025Parlay won Prosperity Now's 2025 RISE Challenge, receiving a $100,000 contract. Parlay will integrate its AI lending tool into Prosperity Next to help CDFIs fund small businesses faster.
• Locality BankcoreTechnology or Integration · 18 September 2025Locality Bank partnered with Parlay to expand SBA lending. The partnership uses AI to speed SBA intake and give borrowers quicker access to capital.
• StratyfystrategicTechnology or Integration · 21 May 2025Stratyfy and Parlay partnered to transform small business lending by combining AI and digital onboarding to speed up lending and increase approvals. Multiple press releases covered this partnership in May-July 2025.
• Warrior RisingstrategicStrategic or Co-development Partner · 12 November 2024Parlay partnered with Warrior Rising to empower veteran entrepreneurs with tools and resources to enhance capital readiness and access funding. The collaboration aims to help veterans and military spouses find success by integrating Warrior Rising's expertise with Parlay's AI-native loan intelligence system.
• MastercardcoreStrategic or Co-development Partner · 17 September 2024Parlay was accepted into Mastercard's Start Path Small Business program, one of eight startups from around the world selected for their dedication to democratizing financial tools. During the 4-month program, participants leverage Mastercard's network and expertise to uncover product partnerships. Sabrina Tharani, SVP of Global Fintech Programs at Mastercard, stated the program supports startups to build the future of small business innovation.
• First Internet BankcoreTechnology or IntegrationFirst Internet Bank deployed Parlay's AI Lending System to speed SBA loan processing. Partnership announced October 2025, highlighting AI-powered loan intelligence integration.
• Lighthouse Labs VAminorOthersParlay joined Lighthouse Labs Virginia's Fall 2023 accelerator program, among eight teams selected for driving fintech innovation.
• Live Oak BankstrategicChannel Partner/ Reseller/ DistributorLive Oak Bank partnered with Parlay through the Warrior Rising collaboration. Live Oak Bank is a top SBA lender in the US with an Inclusive Banking program supporting minority, women, and veteran-owned businesses.

Scale indicators9 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Biz2Credit: Online SMB lending platform connecting borrowers with banks and alternative lenders, with significant SBA and working capital focus. Comparable as a technology-enabled SMB loan origination and matching service.
• Lendio: SMB loan marketplace that matches small business borrowers with banks and non-bank lenders, including SBA products. Comparable to Parlay's SMB origination, product-matching, and lender-routing functionality.
• Blend: Banking infrastructure platform offering consumer and SMB deposit, lending, and onboarding workflows to banks and credit unions. Comparable as a modern SaaS front-end and decisioning layer for community and mid-market financial institutions.
• Fundbox: SMB working capital and lending platform using AI-driven underwriting on cash flow and business data. Comparable to Parlay in its use of alternative data and AI for small business credit decisioning.
• nCino: Cloud-based bank operating system that includes loan origination, deposit accounts, and analytics for financial institutions. Directly comparable to Parlay as a SaaS layer sitting on top of (or replacing parts of) a bank's core lending workflows.
• MeridianLink: Provider of loan origination and account opening software for banks, credit unions, and mortgage lenders. Directly competes with Parlay in the community-b lender LOS/decisioning category.

Emerging players

• Stratyfy: AI-based credit decisioning and risk analytics platform used by lenders for inclusive lending. An active technology partner of Parlay; comparable as an emerging AI decisioning vendor serving the same lender customer base.

Others

• Plaid: Financial data aggregation and connectivity infrastructure used by lenders and fintechs to access bank transaction, income, and identity data. Comparable to Parlay as a critical enabler of cash-flow and account-data-driven underwriting.

Broad incumbents

• Jack Henry & Associates: Major US vendor of core processing and loan origination systems for community banks and credit unions. Comparable as the dominant incumbent LOS provider that could embed features competitive with Parlay's.
• Finastra: Large global provider of core banking and lending software to banks and credit unions. Comparable as a broad incumbent that increasingly embeds AI-driven lending workflows into its platform.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/parlayfinance/posts/?feedView=all
• Xx.com/parlayfinance

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles8 records

Funding overview

Funding rounds6 records

Investors10 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Parlay