Transforming cutting-edge research into practical defense systems for enterprise AI
At KalkiNetra, every line of research evolves into something actionable. Our solutions are not off-the-shelf products — they are research-driven prototypes, designed to help organizations anticipate, test, and mitigate AI risks before they escalate. These tools are currently under active development and pilot testing within our lab.
Four specialized tools designed to protect your AI systems from emerging threats
Advanced simulation platform that tests AI model vulnerabilities across different architectures and frameworks to identify transferable attack patterns.
Comprehensive analysis system that detects hidden triggers, backdoors, and malicious patterns in machine learning models before deployment.
Real-time monitoring system that identifies and prevents sensitive data exposure in enterprise Large Language Model applications and API interactions.
Advanced filtering and validation system designed to sanitize prompts and prevent injection attacks, jailbreaks, and manipulation attempts in LLM workflows.
From research to deployment - our proven process
Identify emerging threats through active research, vulnerability analysis, and threat intelligence gathering.
Build research-driven prototypes that address real-world security challenges with practical solutions.
Rigorous testing in controlled environments to validate effectiveness and identify edge cases.
Partner with early adopters for real-world validation, feedback, and continuous improvement.
Our prototypes are currently being tested and refined. We welcome early collaborators to validate and shape their next iterations. Join leading organizations in securing AI systems.
Securing AI isn't a destination — it's an evolving defense. KalkiNetra builds the tools to stay ahead of what's next.