Mirror Security Secures $2.5M To Expand Encrypted AI Operations

Mirror Security, a research-driven AI security company raised $2.5 million in pre-seed funding from Sure Valley Ventures (SVV) and Atlantic Bridge to scale its breakthrough encryption platform for AI security.

The funding will be used to expand engineering and AI security teams in Ireland, the US and India, accelerate product development in encrypted inferencing and secure fine-tuning, and drive immediate expansion into US enterprise markets.

Mirror has also signed a multi-million-dollar strategic agreement with Inception AI a G42 company and global leader in agentic AI innovation. Through this partnership, Mirror’s full AI security suite will be deployed across Inception’s enterprise and government ecosystem to power secure, scalable AI adoption worldwide. The company has further strengthened its ecosystem through strategic partnerships with Intel, MongoDB, Qdrant, SiSys AI, and Accops.

Pankaj Thapa, Co-Founder & CEO, Mirror Security, said: AI is transforming productivity and reshaping industries, but unsecured data flows pose an urgent risk that threatens to stall adoption. With VectaX, we replace policy-based trust with cryptographic proof, ensuring that sensitive information remains encrypted even during computation. Our mission is bigger than protecting data - we are building the trust layer for the AI economy. Just as the internet required a secure foundation to scale, AI now demands a new security paradigm. Mirror Security is pioneering that paradigm, enabling enterprises and governments to innovate confidently, knowing their data, strategies, and sovereignty are protected by design. We believe this is the cornerstone for AI’s next decade of growth.

Barry Downes, Managing Partner, Sure Valley Ventures commented:“Mirror Security is building the encryption layer for AI - setting a new standard for how data is protected across the AI ecosystem. Its technology enables the secure processing of encrypted data, creating a foundation for the next generation of enterprise AI. We look forward to supporting the Mirror team as they scale this breakthrough technology globally.”

Weili Wang, Investor at Atlantic Bridge commented:“Data security remains one of the most significant hurdles to AI adoption, with organizations concerned about exposing proprietary information during model training and inference. Mirror Security’s differentiated FHE technology provides a unique solution for secure AI deployment without compromise. We are delighted to partner with the team and support this mission through our global network of cybersecurity and AI leaders.”

Mirror is addressing one of the most urgent problems in enterprise AI adoption - the lack of reliable data confidentiality in model training and inference. As organisations integrate AI into their operations, the risk of exposing proprietary data during AI processing has surged. Mirror solves this through its revolutionary Fully Homomorphic Encryption (FHE) technology, VectaX, which allows AI systems to process sensitive data while keeping it completely encrypted.