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Lakera Guard

Lakera Guard is an AI-native security platform that secures GenAI, AI agents, and related workflows for enterprises.

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116.4K
Added
Oct 22 2023

About Lakera Guard

Lakera Guard is an AI-native security platform designed to secure GenAI initiatives for large organizations and teams using AI-powered applications. It aims to provide visibility into AI usage, runtime protection, and governance across employees, applications, and autonomous agents. The tool emphasizes protection that scales with the speed of AI adoption and is intended for enterprise security teams and AI-focused developers.

The platform emphasizes real-time visibility and control over AI interactions. It provides discovery of AI agents and MCP-connected systems, risk assessment of agents, and runtime protections that enforce policy during live agent actions. It also notes deployment that does not require changes to models or prompts and claims low latency alongside broad coverage of AI interactions.

Lakera Guard presents a multi-layered approach to AI security, covering workforce usage, customer-facing applications, and autonomous agents. It supports prompt attack prevention, data leakage protection, and guardrails for tool calls and autonomous actions. The system highlights risk-based red teaming, continuous threat data, and enterprise integrations as part of its security model.

It references monitoring many languages and low latency, and frames its protections as adaptable to evolving GenAI threats within enterprise environments.

Use cases

  • Secure AI agents in production, including discovery, risk assessment, and enforcement.
  • Protect data and enforce policies during agent actions.

Key features

  • Shadow AI discovery across apps and browsers
  • Context-aware data protection in prompts
  • Real-time threat detection
  • Prompt attack prevention
  • Data leakage protection
  • API-first architecture
  • Cloud-native deployment
  • Enterprise integrations
  • Multimodal and model agnostic
  • Ultra-low latency

Pros and cons

Pros

Provides visibility into AI usage and MCP-connected systems
Enforces policy and runtime guardrails

Reviews

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Frequently asked questions

What does Lakera Guard do?
AI Agent Security protects agents across the full lifecycle, from discovery and risk assessment to runtime enforcement.
How is Lakera Guard deployed?
SaaS deployment with cloud-native deployment and API-first architecture.
What can Lakera Guard protect against?
Risks across the agent lifecycle including prompt attacks, data exposure, unsafe tool use, and unauthorized actions.

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