◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Intuit vs Stripe

Intuit runs closer to the foundational model (Native (own / self-hosted weights)) than Stripe (Native (own / self-hosted weights)). Shared foundation: proprietary / self-built models (highlighted).

Intuit

FinTech

Proximity
Native (own / self-hosted weights)
Models
proprietary / self-built modelsAnthropic · Claude
Cloud · datastore
AWSPostgreSQLown
Compliance
SOC 2PCI DSS
Architecture

Intuit Assist runs on its own GenOS platform with partner LLMs underneath.

Stripe

FinTech

Proximity
Native (own / self-hosted weights)
Models
proprietary / self-built models
Cloud · datastore
AWSMongoDBcustom sharded DB (DocDB)
Compliance
SOC 2PCI DSS Level 1HIPAA
Architecture

AWS-based payments platform built on a large MongoDB deployment fronted by an in-house sharding/transaction layer (DocDB). Radar fraud detection is in-house ML; a payments foundation model was trained on transaction data.

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