Realm Labs named RSA Innovation Sandbox 2026 Finalist

🚀 Proud to share that Realm Labs — a portfolio company of First Rays Venture Partners — has been named a finalist in the RSA Conference Innovation Sandbox™!

Realm Labs is building foundational technology to secure AI systems in production, addressing risks that emerge as large models and agentic workflows move from experimentation to real-world deployment.

Their platform provides:

🔍 Deep observability into AI behavior — capturing and analyzing over 100,000 semantic concepts inside model execution, giving teams visibility into what AI systems are actually doing rather than treating them as black boxes.

🛡 Context-aware AI guardrails — enforcing responsible AI policies and preventing harmful outputs, jailbreaks, and prompt-injection attacks across text, audio, image, and video, with support for 50+ languages.

📊 Continuous data protection for AI workloads — identifying and monitoring sensitive unstructured data flowing into models and agents to help secure critical assets across the AI stack.

Realm’s approach addresses AI risk at both the behavioral and data layers, enabling security and engineering teams to detect, debug, and prevent unsafe or unintended outcomes in production AI systems. 

Being selected as an RSA Innovation Sandbox finalist highlights how urgent and real this problem has become. Congratulations to the Realm Labs team — excited to support this journey!

You can follow the story here: https://www.rsaconference.com/usa/programs/innovation-sandbox