◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Coinbase vs Ramp

Coinbase runs closer to the foundational model (Direct API) than Ramp (Direct API). Shared foundation: OpenAI · GPT (highlighted).

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.

Ramp

FinTech

Proximity
Direct API
Models
OpenAI · GPTAnthropic · Claude
Cloud · datastore
AWSPostgreSQL
Compliance
SOC 2PCI DSS
Architecture

AWS-native finance-automation/corporate-card platform on PostgreSQL, AI-first in positioning: LLM agents (OpenAI/Anthropic) automate expense categorization, approvals and procurement over transaction data.

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