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Slope

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“Can an AI-native cash-flow underwriting engine become the credit infrastructure that both fintech lenders and traditional banks route SMB decisions through?”

Founded2021
HQSan Francisco, CA
FoundersLawrence Lin Murata, Alice Deng
Total raised~$100M+
Latest roundVenture round, 2024 ($65M)
IndustryFintech / Lending
The story

Slope began in 2021 as a B2B payments platform enabling wholesalers, marketplaces and platforms to offer net terms and installments at checkout. Over time it has repositioned as credit infrastructure for business lending — pairing an embedded capital product (a Lead Bank–originated line of credit) with SlopeScore, an AI/LLM-based cash-flow underwriting product (Slope TransFormer) that it sells to banks and lenders. The 2024 JP Morgan credit facility and equity investment marked its transition from BNPL-for-B2B into a hybrid lending/AI-underwriting infrastructure company.

Last 12 months
2024-07
2025-11
2025
Product timeline
2021
Founded as B2B payments platform; joined YC S21· pivot
2023
Launched SlopeGPT and later Slope TransFormer, in-house LLMs for bank transaction categorization· pivot
2024
JP Morgan led credit facility and made equity investment; $65M venture round· lending
2025
Announced new relationship with Amazon; recognized by OpenAI for surpassing 10B tokens processed· pivot
Same company
Slope was analysed under more than one name on the same domain, so its stack is split across these dossiers. Each was analysed independently and may name providers the others do not.
Slope Pay1 layer →
The stack
8 layers disclosed in Slope’s embedded-finance stack
Payments / PSP
Slope (self-operated)checkout
Money movement
in the full report
Banking / BaaS
in the full report
Card network
in the full report
Lending
in the full report
Open banking
in the full report
Sponsor bank
in the full report
Transaction enrichment
in the full report
Accounting gap: minor
14 more providers across 7 layers, with confidence-scored evidence and source URLs, are in the Embedded Finance Index report.

Slope — frequently asked

What bank does Slope use?

Slope discloses Lead Bank as its banking provider, according to the Embedded Finance Index 2026.

Is Slope a bank?

Slope does not disclose a bank charter of its own; its banking services are provided through Lead Bank.

Who is Slope's payment processor?

Slope processes payments through Slope (self-operated) and checkout. Disclosed money-movement rails: ACH.

Which card network does Slope use?

Slope's cards run on Mastercard.

Who provides Slope's lending?

Slope's lending and capital products are provided by Slope (in-house), Lead Bank and J.P. Morgan.

Which open banking provider does Slope use?

Slope connects to bank accounts through Plaid.

What is Slope's embedded finance stack?

The Embedded Finance Index 2026 maps 8 layers in Slope's stack: Payments / PSP (Slope (self-operated) and checkout); Money movement (ACH); Banking / BaaS (Lead Bank); Card network (Mastercard); Lending (Slope (in-house), Lead Bank, J.P. Morgan, Embedded Capital (white-labeled line of credit) and 4 others); Open banking (Plaid); Sponsor bank (Lead Bank); Transaction enrichment (Slope (in-house)).

Who founded Slope?

Slope was founded by Lawrence Lin Murata and Alice Deng and is founded in 2021, headquartered in San Francisco, CA.

How much funding has Slope raised?

Slope has raised ~$100M+ in total (latest round: Venture round, 2024 ($65M)).

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