◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Coinbase vs Intuit

Intuit runs closer to the foundational model (Native (own / self-hosted weights)) than Coinbase (Direct API). No shared foundational model — different bets.

Coinbase

FinTech

Proximity
Direct API
Models
OpenAI · GPT
Cloud · datastore
AWSMongoDBPostgreSQLDynamoDB
Compliance
SOC 2ISO 27001SOC 1
Architecture

AWS-native crypto exchange on MongoDB/PostgreSQL with DynamoDB for high-throughput paths; strong HSM/key-management and on-chain infra. Uses in-house risk ML and LLMs for support.

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.

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