Run inference on fully encrypted data. Nobody can read it: not us, not the model, not the cloud underneath. You hold the only key. An OpenAI-compatible API for open-weight models.

etf.mirrorsecurity.ioOpen

Products

Encryption that follows AI through memory, inference, training, distillation, and multiparty compute.

The control plane for AI agents. Identity, tool and MCP security, runtime policy, 32+ guardrails, plain-English decisions.

The agent estate, governed. Discovers every AI agent (sanctioned or shadow) and runs the four governance workflows.

Encrypted inference for every model and agent. Policy at the door, signed receipts, telemetry into Observability.

Pre-deploy assurance, security intelligence, and audit evidence. RL scans mapped to MITRE ATLAS and OWASP LLM Top 10.

Coding on encrypted code. Coding assistance, indexing, review, and security scans, all on ciphertext.

Explore the full Mirror platform on mirrorsecurity.ioPlatform overview

Use Case Catalogue v2

Three modules. Twenty-seven conversations.

ModulesStagesPersonasOpen

By partner shape

What you're building, and how Mirror plugs in.

Inference providers
Agent builders
SaaS embedding AI
System integrators
Sovereign & regional clouds
Cyber vendors & MSSPs
Developer tooling

By industry

The regulatory and credibility lens.

Financial services
Healthcare & pharma
Defence & intelligence
Public sector
Enterprise SaaS

By role

Same platform, different first question.

CISO
Head of AI
Engineering lead
Compliance & GRC
SOC / IR

Want a hands-on walkthrough on your own stack?Book a demo

Resources

Risk Assessment

Map AI exposure and get a tailored security posture report.

Hands-on modules for AI security fundamentals and compliance.

Product updates, threat research, and engineering deep dives.

Articles & News

Press coverage, announcements, and industry commentary.

Integration guides, API references, and deployment runbooks.

Foundational research on encrypted AI and post-quantum security.

Mirror Reflections

Research and Experiments

Talks, walkthroughs, and explainers from the Mirror Security channel.

Company

Mission, team, and the story behind Mirror Security.

Partners Program

Co-sell, integrate, and build on the encrypted AI stack.

Talk to sales, support, or press — we respond fast.

Platform

Encrypted inference

Encrypted Token Factory

etf.mirrorsecurity.io

Encryption that follows AI through memory, inference, training, distillation, and multiparty compute.

The control plane for AI agents. Identity, tool and MCP security, runtime policy, 32+ guardrails, plain-English decisions.

The agent estate, governed. Discovers every AI agent (sanctioned or shadow) and runs the four governance workflows.

Encrypted inference for every model and agent. Policy at the door, signed receipts, telemetry into Observability.

Pre-deploy assurance, security intelligence, and audit evidence. RL scans mapped to MITRE ATLAS and OWASP LLM Top 10.

Coding on encrypted code. Coding assistance, indexing, review, and security scans, all on ciphertext.

Platform overview/platform →

Solutions

Use Case Catalogue v2

Modules · Stages · Personas

The three promises

Computes on data it can never see.

Encryption · FHE · 8 scenarios

Bring AI to the data you can't move Encrypted context, memory, and vector DB for every model and agent Joint analysis with partners who can't share their data Fine-tune on customer data without ever seeing it Pick the encryption posture per workload, not per gateway Let AI review code that never leaves your machine Run AI inside an air-gapped or sovereign boundary Stop your model from being cloned out the back door

Acts under rules it can never bend.

Identity · Policy · 5 scenarios

Find every agent before it finds your data Stop the wrong agent action at runtime, not in a dashboard Govern what your agents reach for One endpoint for every model, with policy at the door Catch the risk before launch, block it in production

Leaves proof it can never erase.

Proof · Evidence · 4 scenarios

Know which attacks your AI would actually survive Show the auditor what your AI did, and why Answer security questionnaires with evidence, not adjectives Explain in plain English what an agent did and why

By industry · role · partner

By partner shape

What you're building, and how Mirror plugs in.

Inference providers Agent builders SaaS embedding AI System integrators Sovereign & regional clouds Cyber vendors & MSSPs Developer tooling

By industry

The regulatory and credibility lens.

Financial services Healthcare & pharma Defence & intelligence Public sector Enterprise SaaS

By role

Same platform, different first question.

CISO Head of AI Engineering lead Compliance & GRC SOC / IR

Resources

Risk Assessment

Map AI exposure and get a tailored security posture report.

Hands-on modules for AI security fundamentals and compliance.

Product updates, threat research, and engineering deep dives.

Articles & News

Press coverage, announcements, and industry commentary.

Integration guides, API references, and deployment runbooks.

Foundational research on encrypted AI and post-quantum security.

Mirror Reflections

Research and Experiments

Talks, walkthroughs, and explainers from the Mirror Security channel.

Company

Mission, team, and the story behind Mirror Security.

Partners Program

Co-sell, integrate, and build on the encrypted AI stack.

Talk to sales, support, or press — we respond fast.

hello@mirrorsecurity.io

Book a Demo Start for Free

SOC 2 Type 1 Certified · GDPR · HIPAA ready

Videos

From the Mirror Security channel.

Product walkthroughs, encrypted-AI explainers, and talks. New uploads on YouTube show up here automatically.

Watch on YouTube

Videos

3:06
4 weeks ago27 views
Private AI for Every Agent: Encrypted Inference, Memory and Guardrails
2:49
1 month ago64 views
Encrypted Inference explained: run AI on data that stays encrypted
2:46
1 month ago31 views
What is an Encrypted Guardrail? Runtime AI security explained.
3:00
2 months ago153 views
Mirror WebMCP Secure.
3:44
2 months ago111 views
What is Fully Homomorphic Encryption?
17:14
2 months ago150 views
Securing Agentic AI: Why Your Data Is the Target | Black Hat 2026
1:37
2 months ago34 views
Encrypted Token Factory Dashboard Demo | Mirror Security
1:18
2 months ago39 views
Encrypted AI with Claude | Mirror ETF Demo
3:23
2 months ago90 views
AI Never Sees Your Data | Encrypted Token Factory Explained
1:17
2 months ago91 views
Introducing Encrypted Token Factory | Secure AI Without Plaintext
0:31
2 months ago67 views
The Trust Layer for AI | Mirror Security

Shorts

31 views
Where is the proof that nothing was exposed?
21 views
Can AI guardrails run on encrypted data?
73 views
What is encrypted memory in AI systems?
16 views
Is ETF for indie developers or for enterprises?
137 views
Is your source code safe in Claude Code, Cursor, or Codex?
10 views
Who needs encrypted AI inference right now?
6 views
Your vendor says your data is secure. Can they prove it?
18 views
What is ETF, the Encrypted Token Factory?
11 views
What happens to your data when it goes into an AI model?
17 views
What Mirror Security builds, and the problem it solves
30 views
AI Data Security Myths: SOC 2 Didn't Stop the Last Breach
29 views
Mirror Security at Black Hat 2026 | Event Highlights #shorts

Pioneering the future of AI Security.

Revolutionary Fully Homomorphic Encryption that lets AI process your data while it stays completely encrypted across every touchpoint AI ever sees.

hello@mirrorsecurity.io

Platform

ETF
Platform Overview
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AgentIQ
DiscoveR
Gateway
Zero
CodePrism

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Risk Assessment
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Mirror Reflections

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