Slope
6 known investors
B2B payments platform using AI for order-to-cash automation, risk assessment and embedded net-terms financing.
Also known as Slope Tech · slopepay.com
Investors · 6
Also in the syndicate · 2
Company profile
researched Aug 2026Slope is a B2B payments company that operates an API-first order-to-cash platform combining payment automation, AI-based risk assessment and embedded financing. The platform integrates into B2B marketplaces, ERP systems and checkout flows; when a buyer chooses a pay-later option, Slope underwrites the transaction in real time, pays the merchant immediately, and then handles invoice processing and collections.
The product comprises four main modules. An embedded capital module provides net-terms financing and installment credit lines, with automatic approval limits up to $100,000 and multi-million-dollar facilities available after manual review. A credit management dashboard consolidates KYB verification, configurable risk scorecards and automated renewal monitoring, and allows finance teams to feed bureau data, bank statements and custom data sources into Slope's risk models. An accounts receivable automation suite covers compliance onboarding, credit assessment, invoicing, claims management, collections and cash application, configurable through a no-code workflow builder. Slope AI, introduced in July 2024, exposes the company's LLM stack — including Slope GPT and TransFormer models — via API so that banks and wholesalers can apply its cash-flow underwriting to businesses with thin credit files.
The company is headquartered in San Francisco and has operated with deliberately low headcount, reporting 24 employees at the time of its July 2024 funding announcement.
Founding story
Slope was founded in 2021 by Lawrence Lin Murata (co-founder and CEO) and Alice Deng (co-founder and CPO). Murata's family spent three decades in wholesale, which motivated the company's focus on B2B payments; he previously founded Newton Technologies, acquired by Nauto, where he later led AI platforms and data science, and is a Stanford graduate who co-founded CS+Social Good. Deng previously co-founded Glisten AI (Y Combinator W20), which applied computer vision and NLP to e-commerce product categorization, and was a product manager at Dropbox; she is a UC Berkeley graduate who led Blueprint and was named to the Forbes 30 Under 30 list in 2023.
Business model
Slope combines SaaS-style order-to-cash automation with balance-sheet-backed lending. Revenue comes from transaction fees on payment volume and recurring fees for the automation platform. In the embedded financing component, Slope pays merchants immediately when a buyer selects net terms, then collects from the buyer with interest over 30-90 day periods, a float that requires substantial debt facilities and makes the business capital-intensive. The software modules — workflow automation, credit management dashboards and AI collections tools — generate higher-margin recurring revenue.
Transaction fees on payment volume, interest earned on net-terms and installment financing extended to buyers, and recurring subscription fees for order-to-cash automation, credit management and AI underwriting delivered via API.
Traction
Total funding of approximately $252M as of July 2024, with a headcount of 24 employees at that time. The company reports high and increasing utilization of its product and cites credit performance, compliance and risk management as operating priorities.
Latest developments
In July 2024 Slope announced a $65M equity and debt round led by J.P. Morgan and Notable Capital, with Y Combinator, Jack Altman and Max Altman's Saga fund participating, and with J.P. Morgan Payments' James Fraser joining as a board observer. The same month it launched Slope AI, packaging its LLM stack for external use, and it appointed Euna Kim as General Counsel.
▸Full profile — market position, technology, go-to-market, geography, history, risks & controversies
Market position
Slope competes in B2B order-to-cash and embedded finance against vertically integrated order-to-cash platforms such as HighRadius, Billtrust and Versapay; embedded financing specialists including TreviPay and Balance; and horizontal payment processors such as Stripe and Adyen, as well as finance-automation entrants such as Ramp. Its stated addressable market is described by the company as a $125 trillion opportunity.
Slope positions its API-first integration model against enterprise order-to-cash vendors whose ERP-embedded deployments are more complex, and its native AI underwriting and balance-sheet financing against automation vendors that rely on partners for risk and credit. Its underwriting analyzes real-time cash-flow data rather than relying solely on traditional credit scores, enabling instant approvals for smaller transactions, and its LLM stack is offered as a standalone API product that generates software-only revenue independent of its balance sheet.
Technology
An API-first platform built around proprietary AI and LLM models, marketed as Slope GPT and TransFormer, used for real-time underwriting, KYB verification, cash-flow scoring, portfolio monitoring, invoice generation, payment matching and automated collections. Generative AI is applied to replace manual workflows in B2B checkout, customer and vendor risk assessment, payment reconciliation and cash management, with a no-code builder for workflow configuration.
Go-to-market
Slope sells through direct integration with B2B marketplaces, ERPs and merchant checkout flows, and through channel partnerships. J.P. Morgan acts as both investor and referral/go-to-market partner, an arrangement intended to bring Slope's products to large enterprises. The Slope AI offering extends distribution to banks and wholesalers that consume its underwriting models via API.
B2B merchants, wholesalers and marketplaces that extend net terms to business buyers, enterprise finance and accounts receivable teams, and banks that want to use Slope's underwriting models via API.
Geography
Headquartered in San Francisco, California, in the United States.
History
Slope was founded in 2021 and went through Y Combinator's Summer 2021 batch. It raised its first capital in November 2021, positioning itself as a "Stripe for global B2B payments," and added a CFO, customers and further capital in April 2022. In September 2022 press coverage described Silicon Valley Bank's involvement in business-focused buy now/pay later. A $30M Series A closed in September 2023 with participation from Sam Altman and others, and in July 2024 the company announced a $65M equity-and-debt round led by J.P. Morgan and Notable Capital, alongside the launch of Slope AI and the appointment of a General Counsel.
Risks & controversies
The embedded financing model is capital-intensive: Slope funds the float between paying merchants and collecting from buyers, which requires large debt facilities — $175M of its $252M total funding is debt — and exposes it to credit performance risk. Competition comes from both larger incumbents with deep ERP and merchant relationships and from well-capitalized payment processors expanding into B2B embedded finance.
Compiled by commissioned research from 8 cited public sources — 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 — not independently audited.
Timeline · 5
launches, deals, and filingsSlope announced a $65M round combining equity and debt, led by J.P. Morgan and Notable Capital, bringing total funding to $252M ($77M equity, $175M debt). James Fraser, Global Head of Trade & Working Capital at J.P. Morgan Payments, joined as a board observer.
$65M source ↗
Alongside its investment, J.P. Morgan serves as a referral and go-to-market partner and provides Slope with a debt facility and risk/compliance expertise.
Slope AI exposes the company's LLM stack, including Slope GPT and TransFormer models, via API so banks and wholesalers can use its cash-flow underwriting to score thin-file businesses.
Slope appointed legal and compliance executive Euna Kim as General Counsel.
Press coverage reported Slope adding a new CFO alongside new customers and capital.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
▸Research sources · 8
primary sources listed
- Slope Calculatorcalculator.net · web
8 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Slope do?
- B2B payments platform using AI for order-to-cash automation, risk assessment and embedded net-terms financing.
- Who are Slope's investors?
- Slope's investors include Alt Capital, Hyphen Capital, MONASHEES, MPG Fund.