Product Overview of Lakera
Lakera is positioned as the world’s most advanced AI security platform, specifically designed to protect organizations from the diverse and evolving threats associated with generative AI (GenAI) applications.
What Lakera Does
Lakera serves as a comprehensive security solution for GenAI, focusing on real-time threat detection, privacy, compliance, and content moderation. It is engineered to safeguard AI systems throughout their lifecycle, ensuring that AI applications remain secure, compliant, and trustworthy.
Key Features and Functionality
Advanced Threat Detection
Lakera specializes in identifying and mitigating threats unique to generative AI, such as prompt injections and data leaks. Its system can detect malicious prompts aimed at manipulating AI models into generating harmful outputs or extracting sensitive information, a capability that traditional security tools often lack.
Comprehensive Content Moderation
The platform includes robust content moderation features, particularly through its product Lakera Guard. This tool can flag and prevent the generation of inappropriate or dangerous content, including discussions related to violence, criminal activities, and the use of weapons. It also detects hate speech, sexual content, violence, and profanities, ensuring AI applications comply with regulatory guidelines.
Rapid Integration and Deployment
Lakera is designed for ease of integration into existing workflows. Developers can embed security measures into their applications with just a single line of code, allowing for quick deployment without disrupting the user experience. This streamlined process is essential for efficient security implementation.
Extensive Data Repository
The platform is powered by a vast database containing over 30 million data points related to AI-focused cyberattacks. This repository is continuously updated with new entries, providing users with up-to-date threat intelligence. The data is sourced from various channels, including an interactive game called Gandalf, which engages users in identifying vulnerabilities.
Support for Multiple Use Cases
Lakera is versatile and can be applied across various generative AI models and applications, including Q&A systems and autonomous AI agents. This adaptability makes it suitable for a wide range of industries, ensuring organizations can secure their specific applications while benefiting from a unified security framework.
Real-Time Visibility and Guardrails
Lakera provides real-time visibility into GenAI behavior and threats across all applications. It offers guardrails to control actions and outputs, enabling compliant and secure deployments. This includes the ability to customize policies to secure applications horizontally without changing code.
Ultra-Low Latency and Multimodal Support
The platform ensures exceptional user experiences with minimal latency, even for very large prompts and context windows. It supports chatbots and audio bots across any model, with expanding modalities and multilanguage support, currently protecting applications in over 80 languages and soon to be 100 languages.
Compliance and Regulatory Adherence
Lakera helps organizations implement Governance, Risk, and Compliance (GRC) requirements, ensuring compliance with customer, internal, and regulatory guidelines. This is achieved through its centralized policy control dashboard, which allows for fine-tuning of content thresholds according to the content type.
Additional Benefits
- Scalability: Lakera’s architecture is scalable, making it suitable for both startups and large enterprises.
- Comprehensive Support and Resources: The platform includes extensive documentation, active community forums, and responsive customer support.
- Industry-Leading Precision: Lakera reduces risks by 3–4 orders of magnitude with its unique context-aware approach, providing industry-leading precision in threat detection and response.
Overall, Lakera stands out as a robust and cutting-edge security solution specifically tailored for the unique vulnerabilities of generative AI technologies, making it an essential tool for organizations aiming to safeguard their AI implementations.