What is Mirror Security's business focus and history?

Mirror Security is a funded company based in Dublin, Ireland, founded in 2024 by Pankaj Thapa and Aditya Narayana. It operates in the cybersecurity industry, offering products like AgentIQ, DiscoveR, and VectaX to secure AI systems. The company raised $2.5 million in a Pre-Seed funding round in December 2025. Mirror Security has 19 employees and offices in Dublin, Pune, and Mountain View.

Mirror Security Corporate Details & Core Services

Mirror Security is a research-driven cybersecurity company spun out of University College Dublin, pioneering GenAI-native security. Its integrated 'Security of AI' platform delivers comprehensive protection, including AgentIQ for agentic security, DiscoveR for automated red teaming, and VectaX, a production-ready fully homomorphic encryption engine optimized for AI workloads.

Mirror Security Contact Information & Official Links

Website https://www.mirrorsecurity.io
Social  
Email id hello@mirrorsecurity.io
Head office address Dublin, , Ireland
Tags GenAI Security Secure Vector Database Homomorphic Encryption Automated Red Teaming Zero Trust LLM Agentic Security Privacy Preserving AI Privacy Preserving Inference

What are Mirror Security's Key Business Metrics & Stats?

No of employees 19
Founded year 2024
Type private
Industry Cybersecurity
Location Dublin, Ireland
Mirror Security Firmographic Snapshot 2026 2024 Founded Year 19 Global Employees Ireland Headquarters Cybersecurity Industry Private Type Verified by DexterAgent.ai

How much funding has Mirror Security raised to date?

Name Description
Funding Amount USD 2.5 Million
Stage Pre-Seed
Latest Valuation 0 (USD)
Investors

What are Mirror Security's Core Products?

Name Description
AgentIQ Provides full-spectrum agentic security, safeguarding AI agents from single-task executors to complex multi-agent swarms and advanced reasoning architectures.
DiscoveR Delivers fully automated red teaming that continuously probes and hardens AI systems by uncovering vulnerabilities before attackers do.
VectaX A production-ready fully homomorphic encryption engine optimized for AI workloads, enabling training and inference on encrypted data without exposure.

What are the latest developments at Mirror Security?

Date Type Description
February, 2026 Partnership Mirror Security collaborates with NVIDIA to offer encrypted AI inference and memory solutions on NVIDIA's accelerated computing platform.
February, 2026 Partnership Mirror Security partners with Yotta Data Services to launch encrypted AI inference on Shakti Cloud, integrating fully homomorphic encryption for AI workloads.

Mirror Security VS Zama VS Mindgard : 2026 Comparison

Feature Mirror Security Zama Mindgard
Core Strengths AgentIQ, DiscoveR, VectaX Concrete-ML, TFHE-rs, fhEVM Mindgard Platform
Founded Year 2024 2020 2022
Stock Name/Ticker
Type private private private
Global Employees 19 100 16
Revenue (Annual)   $16 Million(2025) $2.4 Million(2024)
Headquarters Dublin, Ireland Paris, รŽle-de-France, France London, United Kingdom
Latest Valuation $0 $1 Billion $40 Million
LATEST REVENUE (TRILLIONS USD) EMPLOYEE COUNT (THOUSANDS) INNOVATORS VISIONARIES DISRUPTORS GIANTS Zama 16 | 100 Mindgard 2.4 | 16 Competitive Landscape 2026 DexterAgent.ai
Name Description
Legal Name Mirror Security Limited
Cin number
GST number
Registration number

Who is in Mirror Security's executive leadership team?

Name Designation
CEO Pankaj Thapa
Co-Founder Aditya Narayana

Where are Mirror Security's primary office locations?

City Country
Dublin Ireland
Pune India
Mountain View USA

What are the current business signals and market intelligence for Mirror Security?

Pain points Data exposure in AI systems, Vulnerabilities in AI agents, Compliance with data protection regulations
Type of customer Enterprises deploying generative AI solutions
Key customer domain

What are Mirror Security's risk management and compliance ratings?

GDPR RIsk No
Privacy Risk No
Company Ratings
Glassdoor Rating

What are Mirror Security's business model and service classifications?

Saas Yes
Offline Stores No
Service Yes
Ecommerce No
Exporter No
Mobile App No
Retail No
B2B Yes
B2C No
Manufacturing No
Wholesale No
Importer No
Get Company Intelligence in API
(Price is 0.1 USD/Record - pay as you go)

 

Get Company Intelligence in API
(Price is 0.1 USD/Record - pay as you go)