Stop AI agents
from going
rogue.
See your agent's intent controlled. Every plan, every action kept within policy bounds before an agent does anything wrong.
Trusted by security leaders from teams at
AI agents don’t just generate text. They take actions.
Authenticated doesn’t mean aligned. Your agents have valid credentials and still act outside the task they were given: reading data they shouldn’t, calling APIs they weren’t asked to, triggering workflows nobody approved. The gap isn’t access. It’s intent.
Three checkpoints. One verdict.
Plan inspected. Scope verified. Action sealed in a tamper-evident audit. Watch a single decision play out, frame by frame.
Plan parsed in 4ms, 5 actions ready to evaluate against declared intent.
- // STEP 01Agent emits a plan
Plan inspected · scope captured · 5 actions queued for review.
- // STEP 02Intent matched against policy
Steps 1-2 cleared. Steps 3, 4, 5 land outside the declared intent.
- // STEP 03Decision sealed, audit logged
Allowed scope continues. Blocked actions sealed in tamper-evident audit.
Three steps to agentic control.
Add agents to your registry & policy
Discover every agent and MCP server in your enterprise. Assign ownership. Define org-level policy. ArmorIQ gives you a complete, live system of record so governance starts before a single action runs.
Capture and Enforce Intent
Each agent declares what it's about to do. ArmorIQ captures and cryptographically signs that plan, then enforces it at runtime, with every action checked against the signed scope before it runs. No DSL, no proxy gymnastics.
Generate audit trails
Every decision, allow, block, escalate, is sealed into a tamper-evident audit log mapped to SOC 2, GDPR, NIST. Your compliance team gets evidence; your engineers get visibility.
IAM controls access. ArmorIQ controls behavior.
Agents call tools across MCPs in milliseconds. Logs show what happened, never why. By the time review starts, the action is done.
Inside intent assurance.
From request to receipt. Every step ArmorIQ takes between an agent’s plan and the tools it’s about to run.
Control fabric for autonomous agents.
Five layers. One control fabric. Everything you need to safely run AI agents in production.
Define what your agents can do.
Set boundaries. Enforce them automatically. Every action checked against declared intent before it runs.
See every action in real time.
Get alerts when agents approach their limits.
Control resource access.
Like IAM, but for AI behavior, what agents can touch, when, and why.
One dashboard for all agents.
Know what’s deployed, where, and what it can do.
SOC2, GDPR, NIST ready.
Tamper-evident logs for every agent decision, compiled in real time.
Why not just use guardrails or IAM?
They solve different problems. ArmorIQ fills the gap none of them cover.
| Dimension | ArmorIQ | Guardrails | IAM / RBAC | Sandbox / Isolation | Observability / Logs |
|---|---|---|---|---|---|
| Core question | Why is this action happening? | Is the output safe? | Who is allowed? | Is it contained? | What happened? |
| What it checks | Every action & decision | Output text | Access permissions | Execution environment | Events, logs, traces |
| When it acts | Before execution | After execution | At login / auth | During execution | After execution |
| What goes wrong | Nothing slips | Harmful output slips | Unauthorized access | Escape / breakout | Too late / alert fatigue |
| What it verifies | Intent validity | Content safety | Identity | Isolation boundaries | System behavior |
| Stops rogue actions | Yes | No | No | Contains, not prevents | No |
Why is this action happening?
Is the output safe?
Who is allowed?
Is it contained?
What happened?
Every action & decision
Output text
Access permissions
Execution environment
Events, logs, traces
Before execution
After execution
At login / auth
During execution
After execution
Nothing slips
Harmful output slips
Unauthorized access
Escape / breakout
Too late / alert fatigue
Intent validity
Content safety
Identity
Isolation boundaries
System behavior
Yes
No
No
Contains, not prevents
No
Guardrails stop bad responses.ArmorIQ stops bad actions.
See it in Action. Right here.
Pick a scenario. Watch ArmorIQ inspect the agent’s plan and decide what runs.
Questions security leaders ask.
Intent is the job description for your AI agent. If a user asks an agent to summarize my emails, the intent is email summarization, not accessing your calendar, not sending messages, not reading billing data. ArmorIQ enforces that boundary.
IAM controls who can access a resource. ArmorIQ controls what an agent does once it has access. An agent might have permission to read customer data, but should it read billing data when it was only asked for the customer's name? IAM says yes. ArmorIQ says no.
The action doesn't execute. The agent receives a clear explanation: 'Action blocked: exceeds delegated authority.' An audit log is created with full context. Your security team gets notified if you've configured alerts.
ArmorIQ sits between AI reasoning and execution. Agents plan and adapt freely, but before any action runs, ArmorIQ checks that it aligns with the approved task. It complements existing IAM, Zero Trust, and monitoring, it doesn't replace them.
Security teams, platform engineers, and compliance officers at companies running AI agents in production. If your agents can access data, call APIs, or trigger workflows autonomously, you need intent enforcement.
ArmorClaw, our intent assurance for OpenClaw agents, is open source with cryptographic verification at every step. The full ArmorIQ control fabric is a commercial product with self-hosted and cloud deployment options.
Ready to control what your AI agents actually do?
Join the teams shipping safer, compliant AI agent deployments. White-glove onboarding for the first 50 design partners.