◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Oracle vs ServiceNow

ServiceNow runs closer to the foundational model (Native (own / self-hosted weights)) than Oracle (Cloud-hosted (Bedrock/Vertex/Azure)). No shared foundational model — different bets.

Oracle

Enterprise

Proximity
Cloud-hosted (Bedrock/Vertex/Azure)
Models
Cohere · CommandMeta · Llama
Cloud · datastore
On-PremOracle
Compliance
SOC 2FedRAMPHIPAA
Architecture

Runs its own OCI; OCI Generative AI hosts Cohere + Llama for enterprise.

ServiceNow

Enterprise

Proximity
Native (own / self-hosted weights)
Models
NVIDIA · Nemotronproprietary / self-built models
Cloud · datastore
Multi-CloudRaptorDB (proprietary engine built on PostgreSQL)[7]PostgreSQL (underlying basis for RaptorDB)[7]MariaDB (legacy / still referenced as backend DB)[1]MySQL-compatible relational database (historical / variant of MySQL)[1][11]
Compliance
FedRAMP High (via AWS GovCloud and Azure Government sovereign deployments)[8]DoD IL5 (via AWS GovCloud for US defense workloads)[8]EU/UK/Saudi/India/Australia sovereign cloud posture (regulator-driven RFP compliance)[8]
Architecture

ServiceNow runs a proprietary SaaS platform across hyperscaler regions on AWS, Azure, and GCP, plus sovereign-cloud deployments, with a custom database layer (RaptorDB on PostgreSQL) replacing MariaDB/MySQL for most instances.[7][8] Its architecture is tightly integrated with NVIDIA NeMo microservices and GPU infrastructure for training and inference of its Apriel/Nemotron family of open models, while exposing workflow, observability, and discovery services over these multi-cloud foundations.[2][4][5][8]

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