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Home - North America - Dublin’s Mirror Safety raises $2.5m for AI encryption tech
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Dublin’s Mirror Safety raises $2.5m for AI encryption tech

NextTechBy NextTechDecember 2, 2025No Comments3 Mins Read
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In accordance with the start-up, the funding can be used to broaden its engineering and AI safety groups in Eire, the US and India, in addition to drive enlargement into US enterprise markets.

Dublin-based cyber start-up Mirror Safety has introduced right now (2 November) a pre-seed fundraise of $2.5m to scale its encryption platform for AI safety.

The beginning-up, which was based by Pankaj Thapa and Dr Aditya Narayana Ok final 12 months, mentioned it’s addressing one of many “most pressing issues in enterprise AI adoption” – the shortage of dependable information confidentiality in mannequin coaching and inference.

Mirror Safety has constructed a ‘Safety of AI’ platform, which incorporates three primary safety applied sciences developed by the start-up: AgentIQ, Uncover and VectaX.

AgentIQ gives “full-spectrum agentic safety” in addition to guardrails and compliance for AI brokers, whereas Uncover gives threat evaluation and automatic purple teaming for AI programs.

VectaX, in accordance with Mirror, is the world’s first production-ready totally homomorphic encryption (FHE) engine optimised for AI workloads.

This encryption tech allows AI programs to course of delicate information whereas maintaining it fully encrypted.

“AI is reworking productiveness and reshaping industries, however unsecured information flows pose an pressing threat that threatens to stall adoption,” mentioned Thapa, who can also be Mirror’s CEO. “With VectaX, we exchange policy-based belief with cryptographic proof, guaranteeing that delicate info stays encrypted even throughout computation.

“Our mission is larger than defending information – we’re constructing the belief layer for the AI financial system.”

Mirror Safety, which spun out from College School Dublin, originated from Narayana’s thesis and is backed by 23 team-held patents in cryptography, safety and AI safety.

The funding spherical was led by Positive Valley Ventures and Atlantic Bridge, together with help from strategic angel traders, and can be used to broaden engineering and AI safety groups in Eire, the US and India, speed up product improvement in encrypted inferencing and safe fine-tuning, and drive enlargement into US enterprise markets.

“Information safety stays probably the most important hurdles to AI adoption, with organisations involved about exposing proprietary info throughout mannequin coaching and inference,” mentioned Weili Wang, investor at Atlantic Bridge. “Mirror Safety’s skilled crew and differentiated FHE know-how present a singular answer for safe AI deployment with out compromise.

“We’re delighted to accomplice with the crew and help this mission by way of our world community of cybersecurity and AI leaders.”

In addition to right now’s funding information, Mirror Safety has introduced a multimillion-dollar strategic settlement with agentic AI answer supplier Inception AI.

Below the partnership, Mirror will deploy its full AI safety stack throughout Inception’s enterprise and authorities ecosystem.

Mirror additionally beforehand solid strategic partnerships with Intel, MongoDB, Qdrant, SiSys AI and Accops.

The subject of AI safety and information safety has turn out to be a significant level of debate lately. In October, a survey of 1,000 Irish workplace employees by Accenture discovered that 19pc admitted to inputting delicate enterprise information comparable to buyer particulars and monetary info into free, unsecured AI instruments.

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