Mirror Security is a Dublin-based startup transforming advanced cryptographic research into a commercial platform that keeps data encrypted even while AI models process it. The company’s core offering combines encrypted inferencing, policy-driven agentic security, secure computation, and automated AI red-teaming to protect large language models and emerging agentic AI systems from data exposure and manipulation. Originating from the Ph.D. work of co-founder Dr. Aditya Narayana K, Mirror Security has evolved from a university project into an enterprise-focused infrastructure provider targeting regulated and high-risk industries. Its engineering team has spent several years scaling academic cryptography into production-ready systems. With fresh capital, the company intends to expand its engineering organization, accelerate customer deployments, and drive broader adoption of secure AI across multiple sectors. Financially, the company has raised $2.5 million in pre-seed funding, marking its first institutional round. No revenue or user metrics were disclosed in the article.

Total raised

$3M

Funding rounds

1

Latest round

Seed

Latest activity

Dec 2025