Startup · Ireland
Mirror Security
HQ Dublin, IrelandFounded 202411-50 employeesUpdated
Mirror Security brings fully homomorphic encryption to AI.
Funding1 round · $2.5M
- Equity raised
- $2.5M
- Latest
- $2.5MStage undisclosed · Dec 3, 2025
| Announced | Stage | Amount | Valuation | Lead investors | Other investors | Confidence |
|---|---|---|---|---|---|---|
| Dec 3, 2025 | Undisclosed | $2.5M | — | — | — | Reported |
- Undisclosed$2.5MDec 3, 2025
Raised counts equity rounds; debt, secondary sales and grants are totaled separately. Amounts in other currencies are converted at the announcement month's average rate. A ~ marks an estimated or converted amount.
Systems7
- AgentIQA control platform for AI-agent identity, policies and guardrails.
- CodePrismAI coding platform that provides encrypted code assistance, indexing, review, and security scanning on ciphertext.
- DiscoveRContinuous AI red‑team scanning that discovers prompt‑injection, model‑leak, and other AI‑specific vulnerabilities.
- Encrypted Token FactoryAn API for encrypted AI inference with open-weight models.
- GatewayAI gateway that inspects, authenticates, and throttles traffic before it reaches models, applying prompt firewalls and policy enforcement.
- VectaXFully homomorphic encryption engine that enables encrypted inference, memory, and training for AI workloads.
Newest unveiled first. Systems that belong to a government program link to the program page, where variants, costs and contracts are.
Capabilities1
| Technology | Role | Maturity | TRL | Notes | Confidence |
|---|---|---|---|---|---|
| Information management and cybersecurity | Developer | — | — | classify_sectors run 37, haiku, taxonomy 2026-10-18b: Homomorphic encryption, AI red-teaming and agent governance products; cybersecurity is a defense-sector technology, but no defense or government use is stated. | Reported |
- Developerclassify_sectors run 37, haiku, taxonomy 2026-10-18b: Homomorphic encryption, AI red-teaming and agent governance products; cybersecurity is a defense-sector technology, but no defense or government use is stated.—Reported
Maturity and TRL describe this organization's work; the field-wide maturity is on each technology's page.
People2
| Person | Role |
|---|---|
| Aditya Narayana | Founder |
| Pankaj Thapa | Founder |
Sources9
Profile3
- 1
Mirror Security · Supports Organization · description, Organization · name, Organization · website
“Mirror Security brings fully homomorphic encryption to AI. Encrypt inference with VectaX, red-team with DiscoveR, and govern every agent with AgentIQ.”
- 2
Sixth-Domain · Supports Organization · country, Organization · kind
“{"country": "Ireland", "hq_iso2": "IE", "id": "091d1b6b-6b10-4eb6-9a7d-9a9ef66dcd7e"}”
- 3DatabaseMirror Security company profile
Octen Business Search · Supports Organization · employee range, Organization · founded year, Organization · hq city, Organization · linkedin url
“employee_range: 11-50 (profile: 11-50 employees)”
Systems4
- 4
Mirror Security · Supports System
“Encrypted Token Factory Nobody can read your data: not us, not the model, not the cloud underneath. You hold the only key. An OpenAI-compatible API for open-weight models: change one base URL and your existing tools keep working”
- 5
Mirror Security · Supports System
“## Gateway AI Gateway Inspect, authenticate, and throttle traffic before it reaches your models. Prompt firewall, edge auth, and policy enforcement with an audit trail at the door.”
- 6
Mirror Security · Supports System
“The control plane for AI agents. Know what your agents did. Decide what they can do next. **AgentIQCONTROL PLANE**ENCRYPTEDLIVE IdentityPoliciesGuardrails”
- 7
Mirror Security · Supports System
“VectaX ## encryption for intelligence. Encryption that follows AI through every place it touches your data. ### Memory search on ciphertext ### Inference data stays encrypted ### Training fine-tune encrypted”
Funding1
- 8
inc42.com · May 26, 2026 · Supports Funding round · amount
“Mirror Security's latest funding round was $2.50 million in Early Stage, raised on 03 December 2025.”
People1
- 9
inc42.com · Supports Role
“Mirror Security was founded by Aditya Narayana, Pankaj Thapa.”
Each fact on this page is attached to the sources that support it. Archived copies are linked when we keep one.