AI Compliance Vendors

Alternatives directory

Lakera alternatives

Vendors in the directory with the most taxonomy overlap with Lakera — shared frameworks, capabilities, industries, and integrations.

Last checked October 15, 2026

How this shortlist is built

Ranking is deterministic: same product category (heaviest signal), then shared framework coverage, capabilities, industries, and integrations documented on each vendor's profile. No editorial narrative has been written for this page yet.

If you want a long-form comparison with pros, cons, and verdicts, see our curated alternatives pages or run the matchmaker.

At-a-glance

AlternativeShared frameworksShared capabilitiesPricing
HiddenLayerEU Artificial Intelligence Act, NIST AI Risk Management FrameworkPolicy Management, Risk Assessment Workflow, Model Monitoring +3contact onlyCompare
TrojAINIST AI Risk Management Framework, EU Artificial Intelligence ActPolicy Management, Risk Assessment Workflow, Model Monitoring +2contact onlyCompare
F5 AI GuardrailsEU Artificial Intelligence Act, NIST AI Risk Management FrameworkLLM Guardrails & Content Filtering, LLM Red Teamingcontact onlyCompare
WitnessAIEU Artificial Intelligence Act, NIST AI Risk Management FrameworkLLM Guardrails & Content Filtering, LLM Red TeamingtieredCompare
Noma SecurityEU Artificial Intelligence Act, NIST AI Risk Management FrameworkLLM Red Teamingcontact onlyCompare
GiskardEU Artificial Intelligence ActLLM Red Teamingcontact onlyCompare

How each alternative compares

#1

HiddenLayer

The most comprehensive security platform for AI

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Capabilities HiddenLayer has that Lakera doesn't

  • AI Model Inventory
  • Audit Evidence Collection

Capabilities Lakera has that HiddenLayer doesn't

  • Regulatory Intelligence

Common ground: both serve Financial Services, SaaS & Technology.

#2

TrojAI

Deploy AI Agents with Confidence.

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Capabilities TrojAI has that Lakera doesn't

  • Bias & Fairness Testing
  • Explainability
  • Audit Evidence Collection

Capabilities Lakera has that TrojAI doesn't

  • Third-Party AI Vendor Risk
  • Regulatory Intelligence

Common ground: both serve Financial Services.

#3

F5 AI Guardrails

F5's runtime guardrails and AI Red Team testing for AI models, apps and agents, built from CalypsoAI and deployable on premises or air-gapped

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Capabilities F5 AI Guardrails has that Lakera doesn't

  • AI Guardrails
  • Prompt Injection Defense
  • Data Leakage Prevention
  • Agentic Red Teaming
  • Runtime Enforcement

Capabilities Lakera has that F5 AI Guardrails doesn't

  • Model Monitoring
  • Risk Assessment Workflow
  • Policy Management
  • Third-Party AI Vendor Risk
  • Regulatory Intelligence

Common ground: both serve Financial Services.

#4

WitnessAI

Network-level visibility, policy control and runtime protection for employee AI use and AI agents, with list prices on AWS Marketplace

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Capabilities WitnessAI has that Lakera doesn't

  • Shadow AI Detection
  • AI Discovery
  • Policy Enforcement
  • Data Leakage Prevention
  • Prompt Injection Defense

Capabilities Lakera has that WitnessAI doesn't

  • Model Monitoring
  • Risk Assessment Workflow
  • Policy Management
  • Third-Party AI Vendor Risk
  • Regulatory Intelligence

Common ground: both serve Financial Services.

#5

Noma Security

AI agent security platform covering discovery and posture (AI-SPM), agent access control, runtime detection and response, and red teaming

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Capabilities Noma Security has that Lakera doesn't

  • AI Discovery
  • Shadow AI Detection
  • AI Bill of Materials
  • AI Supply Chain Risk
  • Policy Enforcement

Capabilities Lakera has that Noma Security doesn't

  • Model Monitoring
  • LLM Guardrails & Content Filtering
  • Risk Assessment Workflow
  • Policy Management
  • Third-Party AI Vendor Risk

Common ground: both serve Financial Services, SaaS & Technology.

#6

Giskard

European platform for red teaming, evaluating and guarding AI agents, with an Apache 2.0 open-source library and on-premise deployment

Compare side-by-side

Capabilities Giskard has that Lakera doesn't

  • Agentic Red Teaming
  • LLM Evaluation
  • Hallucination Detection
  • Bias & Fairness Testing
  • AI Guardrails

Capabilities Lakera has that Giskard doesn't

  • Model Monitoring
  • LLM Guardrails & Content Filtering
  • Risk Assessment Workflow
  • Policy Management
  • Third-Party AI Vendor Risk

Common ground: both serve Financial Services.

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