David Haber
Current Position
Founder and CEO at Lakera AI
Company Overview
Lakera AI is a developer-first AI security platform that focuses on safeguarding AI applications. The company is headquartered in San Francisco, CA and was co-founded by David Haber. Lakera has experienced substantial growth and specializes in providing enterprise-grade security solutions for AI models.
Background and Experience
David Haber has a well-regarded background in AI and machine learning:
- Former Positions:
- Head of Machine Learning at Daedalean.
- Lead Engineer at Soma Analytics.
- Education: Imperial College London.
- Relevant Experience: Over a decade developing machine learning products and AI security systems.
Notable Achievements
- Leadership in AI Security: David Haber has been instrumental in integrating advanced AI, computer vision, and machine learning technologies into practical security solutions for high-stakes environments such as aerospace and healthcare.
- Adviser: He serves as an adviser on the EU AI Act, providing insights and recommendations on regulatory measures affecting AI development and deployment.
Core Products
Lakera offers a range of products aimed at enhancing AI security:
- Lakera Guard: A security API for developers to integrate enterprise-grade protections into AI applications within minutes. It is backed by a vast threat intelligence database that is continuously updated.
- Lakera Red: A red-teaming product designed to detect vulnerabilities in AI applications, helping organizations understand and mitigate potential risks before deployment.
Technological Evolution
Initially focused on computer vision, Lakera quickly recognized the growing importance of securing large language models (LLMs). The company has since pivoted to address the unique security challenges faced by AI at scale:
- Threat Intelligence Database: Accumulates over 100,000 new entries daily, ensuring up-to-date protection against emerging threats.
- Security Ready: Achieved SOC 2 Type I compliance, validating its enterprise-level security standards.
Significant Milestones
- Funding: Raised $10 million in financing, led by Redalpine, with additional investments from Fly Ventures, Inovia Capital, and prominent angel investors.
- Team Expansion: Doubled the team size within the last year to support rapid growth.
- Product Development: Released the beta version of Lakera Guard in August, enabling thousands of developers globally to secure their AI applications.
Market Position and Differentiation
Lakera stands out in the AI security market due to several unique attributes:
- Proprietary Threat Intelligence: Maintains the world's most advanced AI threat database, essential for informed and proactive security measures.
- Developer-First Approach: Offers easy integration of security features into existing development workflows, supporting a variety of LLMs.
- Enterprise Readiness: Provides both cloud and on-premise deployment options, ensuring compatibility and scalability across organizational needs.
Future Goals
- Security Integration: Aims to embed security into every stage of the AI lifecycle — from development through to production, maintenance, and compliance.
- Geographical Expansion: Plans to establish a new office in San Francisco in 2024 to strengthen its presence in the U.S. market.
- Product Evolution: Continues to enhance its products in response to the rapidly evolving AI threat landscape, with an eventual focus on more comprehensive AI lifecycle security solutions.
Professional Interests
David Haber's professional interests align closely with AI security, machine learning, and implementing regulatory frameworks to ensure safe and ethical AI deployment.
For more detailed information, you can access David Haber's professional profiles:
- [LinkedIn](https://www.linkedin.com/in/haberdavid)
- [Crunchbase](https://www.crunchbase.com/person/david-haber-d1ae)
- [Pulse 2.0 Profile](https://pulse2.com/lakera-david-haber-profile/)