Slope
Also a provider — view Slope’s profile →“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.
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.
The stack
7 layers disclosed in Slope’s embedded-finance stack
Payments / PSP
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
Accounting gap: minor
14 more providers across 6 layers, with confidence-scored evidence and source URLs, are in the Embedded Finance Index report.