HiddenLayer AI Guardrails
HiddenLayer AI Guardrails applies safety, compliance, and policy controls to LLMs, agents, and AI applications.
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.
| Plan | Price | What 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
Alternatives to HiddenLayer AI Guardrails
- 1

PromptGuard
Free planWebAPIExtensionLinux7.9From $19 a month - 2
Prompt Inspector
Free planOpen sourceWebAPILinuxmacOS7.6Free plan - 3
CyberSecEval
Free planOpen sourceWebAPILinuxmacOS7.5Free plan - 4

NVIDIA NeMo Guardrails
Free planOpen sourceAPILinuxmacOSSelf-hosted7.4Free plan - 5
Openlayer Guardrails
Free planWebAPISelf-hosted6.9Free plan - 6

GuardionAI
WebAPILinuxmacOS6.8
