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HiddenLayer AI Guardrails

HiddenLayer AI Guardrails applies safety, compliance, and policy controls to LLMs, agents, and AI applications.

Place
#25 of 31
Score
5.3
HiddenLayer AI Guardrails's website

What HiddenLayer AI Guardrails is

HiddenLayer AI Guardrails applies safety, compliance, and policy controls to LLMs, agents, and AI applications. It addresses toxicity, bias, regulatory restrictions, prompt injection, data leakage, and exposure of sensitive information, including PII, PHI, and proprietary data. It can inspect MCP and framework traffic for threats and block prompt injection in real time. The platform is model-agnostic and agentless, requires no training data, and is designed to operate across architectures without exposing intellectual property, model weights, prompts, or customer data.

Its broader lifecycle coverage includes AI Discovery, AI Supply Chain Security, AI Attack Simulation, and AI Runtime Security. Connectors include GitHub Actions, Splunk, Microsoft Sentinel, JFrog Artifactory, Databricks Unity Catalog, Hugging Face gated repositories, AI gateways, and webhooks. AWS support covers Bedrock models and agents, SageMaker models and serving endpoints, and Bedrock AgentCore agents using AWS Strands. Deployment options include cloud, on-premise, and hybrid environments, as well as AWS, Microsoft Azure, and Google Cloud marketplaces. HiddenLayer was founded in March 2022 and is based in Austin, Texas. Pricing is on request; the listed platform plan is $5,000,000 a year on a 12-month contract, with additional AWS infrastructure costs possibly applying.

Good

  • Controls for prompt injection and data leakage
  • Detects and prevents exposure of PII and PHI
  • Model-agnostic and agentless
  • Supports cloud, on-premise, and hybrid deployment

Watch out

  • Pricing is on request
  • Listed platform plan costs $5,000,000 a year
  • Additional AWS infrastructure costs may apply

Who it suits

It is aimed at enterprises and governments that need safety and policy controls across AI models, agents, and applications. Its deployment options and integrations may suit organizations with cloud, on-premise, or hybrid environments.

Verdict

HiddenLayer AI Guardrails covers content controls, runtime threats, and broader AI security across several deployment environments. Its listed annual plan is contract-based, and additional AWS infrastructure costs may apply.

Plans and prices

From HiddenLayer AI Guardrails's own pricing page, checked 1 Oct 2026.

All about pricing
PlanPriceWhat it gives you
HiddenLayer AI Security Platform—full platform access · contract-based Units · additional AWS infrastructure costs may apply · 12-month contract

The facts

Each one read from HiddenLayer AI Guardrails's own pages, with the date it was checked.

What it does

AWS support
The platform supports Amazon Bedrock models and agents, SageMaker models and serving endpoints, and Bedrock AgentCore agents using AWS Strands.checked 1 Oct 2026
content controls
Controls content toxicity, bias, regulatory restrictions, prompt injection, data leakage, and sensitive information exposure.checked 1 Oct 2026
data protection
Detects and prevents exposure of PII, PHI, and proprietary data in generated content.checked 1 Oct 2026
deployment options
HiddenLayer solutions are available across AWS, Microsoft Azure, and Google Cloud marketplaces, as well as cloud, on-premise, and hybrid environments.checked 1 Oct 2026
guardrails purpose
Enforces safety, compliance, and policy boundaries across LLMs, agents, and AI applications.checked 1 Oct 2026
integrations
Native connectors include GitHub Actions, Splunk, Microsoft Sentinel, JFrog Artifactory, Databricks Unity Catalog, Hugging Face gated repositories, AI gateways, and webhooks.checked 1 Oct 2026
lifecycle coverage
The platform combines AI Discovery, AI Supply Chain Security, AI Attack Simulation, and AI Runtime Security.checked 1 Oct 2026
MCP inspection
Inspects MCP and framework traffic with real-time threat detection and prompt-injection blocking.checked 1 Oct 2026
model agnostic
The platform is model-agnostic, agentless, requires no training data, and can deploy across any architecture without exposing intellectual property, model weights, prompts, or customer data.checked 1 Oct 2026
sales process
The AI Guardrails product page directs prospective customers to request a demo.checked 1 Oct 2026
security compliance
HiddenLayer and its Machine Learning Detection & Response System meet SOC 2 Type II standards for controls relevant to security, availability, and confidentiality.checked 1 Oct 2026
target customers
HiddenLayer partners with leading enterprises and governments to deploy AI safely, responsibly, and at scale.checked 1 Oct 2026

The company

company history
HiddenLayer was founded in March 2022 by experienced security and machine-learning professionals and is based in Austin, Texas.checked 1 Oct 2026
Founded
2022checked 28 Sep 2026
Headquarters
Austin, Texaschecked 28 Sep 2026

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