4 Reasons Why Machine Learning Monitoring is Essential for Models in Production
Machine learning (ML) is a field that sounds exciting to work in. Once you discover its capabilities, it gets even...
Aporia Labs is an elite team of AI and Cybersecurity experts that continuously research and develop new methods to detect and mitigate AI hallucinations and prompt attacks.
Our expertise spans RAG chatbots, talk-to-your-database capabilities, and specialized LLMs, as we develop innovative defenses against AI hallucinations and prompt attacks. Through Guardrails research, we ensure these advanced AI apps are secure, trustworthy, and resilient against emerging threats.
Enabling enterprises to ship GenAI apps with continuously updated Guardrails.
Fortifying your brand’s most guarded GenAI secret.
Blocking PII data leakage, ensuring your AI app can be trusted with sensitive information and user privacy.
Guardrails are designed to evolve with your GenAI and the new threats it faces when interacting with the real world.
Exploring AI's frontiers, we tackle hallucinations and AI security vulnerabilities, driving next-gen technology towards unprecedented alignment, reliability and safety."
Alon Gubkin, CTO and Head of Aporia Labs
Tackling these issues individually across different teams is inefficient and costly.
Aporia Guardrails is constantly updating with the best hallucination and prompt injection policies.
Aporia Guardrails includes specialized support for specific use-cases, including:
The product utilizes a blackbox approach and works on the prompt/response level without needing access to the model internals.
Machine learning (ML) is a field that sounds exciting to work in. Once you discover its capabilities, it gets even...
We’ve all been there. You’ve spent months working on your ML model: testing various feature combinations, different model architectures, and...
Looking for ML observability alternatives to Arize AI? Check out these 9 solutions to help you get the most out...