Mirror Security raises $2.5 mn in pre-seed from Sure Valley Ventures and Atlantic Bridge

AI-based security company Mirror Security has raised $2.5 million in a pre-seed funding round from Sure Valley Ventures (SVV) and Atlantic Bridge.

The startup said it will use the funds to grow its engineering and AI security teams in Ireland, the US, and India, speed up product development in encrypted inferencing and secure fine-tuning, and support its expansion into the US enterprise market.

Read also- AI-driven learning platform Yoodli raises $40M in Series B round

“AI is transforming productivity and reshaping industries, but unsecured data flows pose an urgent risk that threatens to stall adoption. Our mission is bigger than protecting data–we are building the trust layer for the AI economy,” said Pankaj Thapa, Co-founder and CEO, Mirror Security.

“Mirror Security is building the encryption layer for AI–setting a new standard for how data is protected across the AI ecosystem. We look forward to supporting the Mirror team as they scale this breakthrough technology globally,” added Barry Downes, Managing Partner, Sure Valley Ventures.

About Mirror Security

Founded in 2024 by Pankaj Thapa and Aditya Narayana K, Mirror Security is a cybersecurity company specializing in GenAI security and encrypted data protection. It is a research-based spin-out from University College Dublin, with operations in Ireland, the US, and India.

Its Security of AI platform includes:

• AgentIQ – full-spectrum agent security
• DiscoveR – automated red-teaming tool for continuous AI testing
• VectaX – Fully Homomorphic Encryption (FHE) engine

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Mirror Security helps enterprises adopt AI safely by keeping data fully confidential during training and inference. Its FHE-powered VectaX lets AI systems process sensitive data without ever exposing it.

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