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Salesforce Data Cloud AI vs Amazon Nova

A direct comparison using the real catalog fields currently available for both products.

Last updated July 24, 2026

Tool A

Tool B

Salesforce Data Cloud AI

Salesforce

Amazon Nova

Amazon Web Services

Overview

Rating

—

Salesforce Data Cloud AI best for

Salesforce AI data foundation

Customer identity unification

AI-powered personalisation across Salesforce

Marketing audience activation

Cross-cloud customer data unification

Amazon Nova best for

AWS-native enterprise AI inference

Cost-efficient high-volume AI inference

Multimodal document processing

AWS data residency AI

Cost-optimised AI at scale

Pricing

Starting price

FreeBest value

Free

Pricing model

Enterprise

Usage-based

Free plan

Free trial

Pricing notes

Enterprise licensing bundled with Salesforce contracts. No standalone public pricing. Included in some Salesforce editions.

Pay-as-you-go via Amazon Bedrock. Nova Micro $0.035/M input tokens. Nova Lite $0.06/M. Nova Pro $0.80/M. Nova Premier (premium, higher pricing). No free tier but AWS free tier includes Bedrock credits.

Capabilities

Best for

Salesforce AI data foundationCustomer identity unificationAI-powered personalisation across SalesforceMarketing audience activationCross-cloud customer data unification

AWS-native enterprise AI inferenceCost-efficient high-volume AI inferenceMultimodal document processingAWS data residency AICost-optimised AI at scale

Target audience

CDOs and data architectsSalesforce CRM leadersMarketing technology teamsCIOs at Salesforce-committed enterprisesData platform architects

AWS ML engineersEnterprise architects on AWSCloud-native developersData scientists using BedrockEnterprises with AWS data requirements

AI type

ML Platform

Generative AI

Modalities

Data

TextImageVideoCode

Technical

Model provider

SalesforceOpenAI

Amazon Web Services

Model names

—

Nova MicroNova LiteNova ProNova Premier

API available

✓

Open source

Deployment

EnterpriseSaaS

SaaSAPI

Platforms

WebSalesforce platform

WebAPI

Integrations

Salesforce (all clouds)Marketing CloudMuleSoftCommerce Cloud200+ connectorsAPI

Amazon BedrockAWS LambdaSageMakerS3AWS servicesAPI

Team collaboration

✓

Trust & security

Security

SOC 2 Type II. ISO 27001. GDPR compliant. HIPAA eligible. FedRAMP authorised. Salesforce enterprise security standards.

AWS security standards. SOC 2 Type II. ISO 27001. GDPR compliant. FedRAMP authorised. HIPAA eligible. AWS enterprise compliance certifications.

Privacy notes

Data processed within Salesforce's enterprise security framework. Customer PII handled under GDPR, CCPA, and other applicable data protection regulations. Consent management built into the platform.

Amazon processes model inference data under AWS's comprehensive data handling policies. Models accessed via Bedrock benefit from AWS's zero data retention for inference option.

Verdict

Pros

Unified customer identity resolution across all Salesforce clouds is the data foundation enabling all Salesforce AI capabilities
Agentforce agents with Data Cloud access provide dramatically richer customer context for personalised interactions
200+ connectors cover most enterprise data sources for comprehensive customer data ingestion
Built-in consent management addresses GDPR and CCPA compliance for customer data unification

AWS-native alternatives to Claude and GPT-4o simplify compliance for AWS data residency requirements
Tiered pricing from $0.035/M tokens for Nova Micro enables cost optimisation for different use cases
Bedrock integration provides unified API for switching between Nova, Claude, Llama, and Titan models
FedRAMP authorisation covers US government and regulated industry deployment requirements

Cons

Enterprise pricing within Salesforce contracts — significant investment on top of existing cloud licensing
Data Cloud complexity requires dedicated data engineering and Salesforce architect expertise to implement
Value is foundational and multiplier rather than standalone — requires existing Salesforce commitment to justify

Newer models with less established benchmark performance than Claude 3 or GPT-4o
Enterprise adoption will take time to build the community resources and integration ecosystem
First-party bias: AWS marketing of Nova may oversell capabilities relative to third-party alternatives