AI Model Evaluation, Red Teaming & Assurance

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Evaluation Types, Assurance Features, Deployment options, Red Teaming Capabilities +5 more Show ↓

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WhyLabs

Microsoft

Robust Intelligence

Arthur

RagaAI

Fiddler AI

LangChain

Monitaur + 24 more

Evaluation Types

All Bias Robustness Factuality Safety Privacy Hallucination Groundedness Performance

Assurance Features

All Policy Enforcement Governance Audit Trails Risk Assessment Guardrails Content Moderation Compliance Access Controls

Deployment options

All Cloud SaaS On-premises Self-hosted Managed Service Private Cloud VPC

Kubernetes

Red Teaming Capabilities

All Continuous Testing Scenario Libraries Human Review Automated Red Teaming Automated Validation Human Red Teaming Regression Tests Policy Templates

Model Coverage

All LLMs RAG Chatbots Vision Multimodal Agents Tabular Models NLP

Reporting & Analytics

All Dashboards Alerts Reports Explainability Scorecards Traces Moderation Logs Leaderboards

Integrations

All

Slack ServiceNow LangChain OpenAI Vertex AI LlamaIndex Databricks Bedrock

Attack Types Covered

All Prompt Injection Data Exfiltration Jailbreaks Pii Exposure Prompt Leaking Model Misuse Model Extraction Model Poisoning

Compliance Support

All ISO 27001 HIPAA GDPR SOC 2 FedRAMP

37 products

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Protect AI Guardian

Protect AI

BiasData ExfiltrationAutomated Validation

WhyLabs LangKit

WhyLabs

BiasData ExfiltrationAutomated Red Teaming

Azure AI Studio

Microsoft

BiasData ExfiltrationAutomated Red Teaming

Openlayer

BiasData ExfiltrationAutomated Validation

RagaAI

BiasData ExfiltrationAutomated Red Teaming

Aporia Guardrails

Aporia

BiasData ExfiltrationAutomated Red Teaming

Evidently AI

BiasData ExfiltrationAutomated Validation

DataRobot LLMOps

DataRobot

BiasData ExfiltrationAutomated Validation

Promptfoo

AccuracyData ExfiltrationAutomated Red Teaming

LlamaIndex

BiasData ExfiltrationAutomated Red Teaming

Fiddler AI

BiasData ExfiltrationAutomated Validation

Vellum

BiasData ExfiltrationAutomated Red Teaming

Gantry

BiasData ExfiltrationAutomated Red Teaming

Guardrails

Guardrails AI

BiasData ExfiltrationAutomated Red Teaming

Galileo

BiasData ExfiltrationAutomated Red Teaming

Humanloop Evaluations

Humanloop

BiasData ExfiltrationA/b Testing

TruEra AI Observability

TruEra

DriftData ExfiltrationAutomated Validation

TruLens

BiasData ExfiltrationAutomated Red Teaming

Arize Phoenix

Arize AI

BiasData ExfiltrationAutomated Red Teaming

Monitaur Platform

Monitaur

BiasData ExfiltrationAutomated Validation

WhyLabs LangKit

WhyLabs

BiasData ExfiltrationAutomated Red Teaming

WhyLabs AI Observability Platform

WhyLabs

BiasData ExfiltrationAutomated Validation

MLSec Platform

HiddenLayer

BiasAdversarial ExamplesAutomated Red Teaming

Credo AI Governance Platform

Credo AI

BiasData ExfiltrationAutomated Validation

Also in AI Security

Model Governance, Risk & Compliance (GRC) AI Content Moderation, Abuse & Fraud Detection AI Model Evaluation, Red Teaming & Assurance AI Agent, Tooling, Secrets & Access Security AI Safety Guardrails & Prompt Injection Defense

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