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Put two or three cybersecurity products side by side and see how they differ on deployment, pricing, features, integrations and compliance.

Google Security AI WorkbenchProtect AI Platform2 of 3 products
Google Cloud logo

Google Security AI Workbench

by Google Cloud

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Protect AI logo

Protect AI Platform

by Protect AI

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Overview

What it is

Google Security AI Workbench

Google Security AI Workbench covers Sec-PaLM / Gemini security LLMs and natural language telemetry query for SOC analyst augmentation. Compare top Threat Detection tools.

Protect AI Platform

Protect AI Platform helps teams with AI-SBOM generation. Explore features like AI-SBOM generation, cloud or hybrid deployment and the closest AI Security competitors.

Product type

Google Security AI Workbench

Generative AI Cybersecurity Intelligence Platform

Protect AI Platform

AI Security, Model Vulnerability & Machine Learning Supply Chain

Best for

Google Security AI Workbench

Financial Services, Healthcare, Technology, Government, MSSPs, Cross-industry, Security Operations, Enterprise IT, Critical Infrastructure

Protect AI Platform

Financial Services, Technology, Healthcare, Defense, Enterprise IT, Retail

Pricing

Pricing model

Google Security AI Workbench

Contact Vendor

Protect AI Platform

Contact Vendor

Free trial

Google Security AI Workbench

Free trial: yes

Protect AI Platform

Free trial: yes

Deployment

Deployment options

Google Security AI Workbench

Cloud

Protect AI Platform

SaaSCloudHybrid

Deployment details

Google Security AI Workbench

Cloud; Cloud

Protect AI Platform

Cloud SaaS; Hybrid; Cloud SaaS; Hybrid Containerized Agent (Customer VPC)

Data residency

Google Security AI Workbench

Managed within Google Cloud security infrastructure

Protect AI Platform

United States; European Union; AWS Cloud Infrastructure

Key features

What it offers

Google Security AI Workbench

  • Sec-PaLM / Gemini security LLMs
  • Natural language telemetry query
  • Malware analysis summaries
  • Automated YARA-L rule drafting
  • Threat remediation guidance
  • SOC analyst augmentation
  • Rapid threat investigation
  • Automated code analysis

Protect AI Platform

  • Automated ML model scanning
  • AI-SBOM generation
  • Real-time prompt injection defense (Guardian)
  • ML supply chain vulnerability tracking
  • Model artifact verification
  • Machine learning model vulnerability scanning
  • Prompt injection defense
  • AI supply chain risk mitigation

Platform & access

API access

Google Security AI Workbench

API access: yes

Protect AI Platform

API access: yes

Single sign-on (SSO)

Google Security AI Workbench

SSO: yes

Protect AI Platform

SSO: yes

Role-based access (RBAC)

Google Security AI Workbench

RBAC: yes

Protect AI Platform

RBAC: yes

Multi-tenant

Google Security AI Workbench

Multi-tenant: yes

Protect AI Platform

Multi-tenant: yes

Mobile app

Google Security AI Workbench

Mobile app: no

Protect AI Platform

Mobile app: no

Supported platforms

Google Security AI Workbench

Google Cloud security interfacesAPIs

Protect AI Platform

Machine Learning ModelsGenerative AI PipelinesLLMsAI Pipelines

Compliance

Google Security AI Workbench

SOC 2ISO/IEC 27001Google Responsible AI Principles

Protect AI Platform

SOC 2 Type IIISO 27001NIST AI RMFEU AI ActOWASP LLM Top 10

Integrations & coverage

Integrations

Google Security AI Workbench

Google SecOpsSecurity Command CenterVirusTotalMandiant AdvantageChronicle

Protect AI Platform

Hugging FacePyTorchTensorFlowAWS SageMakerAzure MLMLflowGitHub

Industries

Google Security AI Workbench

Financial ServicesHealthcareTechnologyGovernmentMSSPsCross-industry+3 more

Protect AI Platform

Financial ServicesTechnologyHealthcareDefenseEnterprise ITRetail

Regions

Google Security AI Workbench

Global

Protect AI Platform

Global

Vendor

Company

Google Security AI Workbench

Google Cloud

Protect AI Platform

Protect AI

Headquarters

Google Security AI Workbench

Mountain View, California, USA

Protect AI Platform

Seattle, Washington, USA

Company size

Google Security AI Workbench

100,000+

Protect AI Platform

2-10

Founded

Google Security AI Workbench

2008

Protect AI Platform

2022

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