Lakera Guard

Lakera Guard

Lakera Guard is an AI agent security platform that discovers enterprise agents, assesses their risk, and enforces runtime protection against prompt injection and data leaks.

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ai-securityAI Agentprompt-injectionllm-securityenterprise-security
Last Updated Nov 10, 2026
Lakera Guard screenshot

About

Lakera Guard is a security platform from Lakera that protects enterprise AI agents throughout their lifecycle, from initial discovery to real-time runtime enforcement. It addresses a problem many organizations now face: employees and teams are deploying AI agents across tools, APIs, and workflows faster than security teams can inventory or govern them, creating blind spots around what those agents can access and what actions they can take.

At a high level, Lakera Guard works in three stages. It first connects to an organization's agent ecosystem — including cloud, low-code, and custom environments — to reveal which agents and MCP-connected tools exist, even ones that were never formally registered. It then assesses each agent's risk based on its configuration, data access, connected MCP servers, and level of autonomy. Finally, it enforces policies and runtime guardrails that block prompt injection, jailbreaks, data leakage, and unauthorized agent actions. Lakera states that the product deploys in minutes, requires no changes to existing models or prompts, and adds no meaningful latency, with sub-50 ms runtime latency cited on its site.

Key Features

Agent discovery and visibility: Automatically finds AI agents and MCP-connected tools across the enterprise environment, including agents teams did not explicitly build or register, closing the "you can't secure what you can't see" gap.
Risk posture assessment: Evaluates each agent according to its configuration, tools, data and API access, MCP servers, and degree of autonomy, so security teams understand exposure before problems arise.
Runtime enforcement and guardrails: Blocks prompt injection attacks, jailbreaks, adversarial instructions, sensitive data leakage in prompts and responses, unsafe tool use, and unauthorized actions while agents operate.
Indirect prompt injection defense for MCP-connected systems: Blocks malicious instructions arriving through connected tools before an agent acts on them, a key risk as agents call external systems.
Full-lifecycle coverage: Supports the complete agent journey — discovery and assessment, governance and policy enforcement, and real-time protection — rather than only filtering inputs at one point.
No-change deployment: Deploys in minutes without modifying models or prompts, and Lakera reports sub-50 ms runtime latency so user experience is not noticeably affected.
Multilingual and multimodal threat detection: Lakera cites observing more than 100 languages in real time and learning from a community of over 1,000,000 hackers, supporting detection across attack variants.

Pricing & Fees

  • Pricing: Not publicly listed on the pages we reviewed; check the official site for current plans.
  • Getting started: The site offers a "Start for free" option alongside demo bookings, so prospective users can begin without an immediate sales conversation.
  • Part of a broader portfolio: Lakera Guard sits within Lakera's AI security suite, which also includes Workforce AI Security for employee AI usage and expert-led AI Red Teaming services.
  • Focus risks: Prompt injection (direct and indirect), jailbreaks, AI data leaks, toxic content generation, compliance and regulatory risks, and multilingual or multimodal attacks.

Who It's For

Lakera Guard is aimed at security engineers, CISOs, and AI platform teams at organizations building or operating AI agents, copilots, and RAG-based applications. It fits teams running conversational agents, document or RAG agents, connected agents using MCP servers, and GenAI gateway deployments. It is especially relevant where agents have access to sensitive data, internal APIs, or elevated privileges — situations where a misdirected or compromised agent could expose information or trigger unauthorized actions — and where security review must keep pace with rapid AI adoption.

FAQ

What is Lakera Guard?Lakera Guard is an AI agent security platform that discovers agents across an enterprise environment, assesses their risk, and enforces real-time protection against prompt attacks, data leakage, and unauthorized agent actions.

Does Lakera Guard have a free plan?The official site includes a "Start for free" option, though full pricing details are not publicly listed on the pages reviewed; interested teams should consult lakera.ai for current plans.

What environments and systems does Lakera Guard support?It connects to cloud, low-code, and custom environments, covers MCP-connected systems, applications, and autonomous agents, and works without changes to existing models or prompts.

What attacks does Lakera Guard block?It blocks direct and indirect prompt injection, jailbreaks, adversarial instructions, sensitive data exposure in prompts and responses, unsafe tool use, harmful or non-compliant outputs, and unauthorized agent actions.

How does Lakera Guard affect application performance?Lakera states the product adds no meaningful latency and reports sub-50 ms runtime latency for its inspection and enforcement layer.