Building the Immune System for Enterprise AI.
ImmuneWorks weaves an Immune Mesh through your entire AI stack — delivering AIDR (AI Detection & Response) that detects, neutralizes and adapts to threats at the kernel, gateway, plugins, runtime, identity and browser.
Built for security-forward enterprises in finance, AI, SaaS and critical infrastructure
AI expands your attack surface faster than tools can cover it.
EDR, SCA and content filters were not built for prompts, plugins, agents and machine identities — the gap a new category, AIDR (AI Detection & Response), exists to close.
Prompt injection & jailbreaks
Malicious prompts bypass instructions, steal data or hijack model behavior.
Plugin & MCP supply chain
IDE, browser and agent plugins run unvetted code with developer privileges.
Data & credential exfiltration
Prompts and responses carry secrets, PII and source past the perimeter.
Rogue autonomous agents
Agents over-reach across tools, files and network at execution time.
Non-human identity sprawl
Swarms of agent & service identities lack attribution, scope and lifecycle.
Shadow AI & ungoverned models
Models and tools adopted outside IT bypass security review and audit.
Meet AIDR — AI Detection & Response.
Endpoints got EDR. Networks got NDR. Cross-domain got XDR. AI gets AIDR — a category built to detect and respond to threats against the AI layer itself: prompts, model behavior, agents, tool calls, plugins and non-human identities. ImmuneWorks delivers AIDR as the Immune Mesh.
Detect AI-native threats
Prompt injection, jailbreaks, anomalous agent behavior and tool abuse — the surface EDR and XDR cannot see.
Respond inline, in real time
Block, mask, isolate or kill on every call and tool execution — not an after-the-fact alert.
Remember and adapt
Record every verdict as immutable immune memory so detection and response evolve with adversaries.
One mesh. Seven immune products. Full-stack defense.
Like a biological immune system, each product is a specialized defense that senses, neutralizes and remembers — woven together into one adaptive mesh.
Immune Gateway
A security-first LLM gateway with the firewall built in, not bolted on — injection, secrets and PII detection inline on every call.
Immune Plugin
Every plugin your developers run is unvetted code with full access. Inventory, verdict and enforce an allowlist before execution.
Immune Runtime
AI is most dangerous at execution. Sandbox agents, monitor tool calls in real time, block out-of-policy actions and kill on demand.
Immune Identity
In the agentic era the blind spot is "who acted". Issue verifiable identities, scoped credentials and just-in-time access.
Immune Browser
The front line where people meet the web and AI tools. Isolate AI browsing, block web-borne injection, DLP on data going into AI tools.
Immune Kernel
A hardened Linux kernel (on 6.6.129 LTS) immune to rootkits, backdoors and exploits — neutralizing known exploit paths through configuration alone. Install once, stay immune.
How AIDR runs: the immune-response loop
Classic detection-and-response stops at detect and respond. AIDR goes further — the Immune Mesh runs a closed loop that detects, verifies, responds, learns and adapts, getting stronger with every cycle.
Detect
Sense threats across every AI surface — prompts, plugins, agents, identities and endpoints.
Verify
Confirm real threats with intel and behavioral context to cut false positives.
Respond
Block, mask, isolate or kill — with full attribution and an audit trail.
Learn
Record immutable immune memory from every incident and verdict.
Adapt
Feed memory and intel back into the mesh so defenses evolve with adversaries.
Adapt feeds back into Detect — a continuous, self-reinforcing loop.
Outcomes for LLM apps, endpoints — and a team to get you there.
LLM Security Solution
End-to-end protection for LLM apps and agents: gateway, runtime and identity against injection, leakage and abuse.
Explore solutionEndpoint Security Solution
Secure the developer and employee endpoint: plugin supply-chain security plus the secure browser and identity.
Explore solutionBuild the immune system for your enterprise AI.
See the Immune Mesh in action. Private, self-hosted and air-gapped options available.