ARMORIQ
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Introducing ArmorClaw Intent Assurance for OpenClaw AgentsExplore ArmorClaw
Control Fabric for Autonomous Agents

Stop AI agents from going rogue.

ArmorIQ is the control fabric harness for autonomous agents, sitting between AI Agents and Governance Domains, intercepting plans, routing to the safest mix of agents and tools, and enforcing policy before a single action runs.

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armoriq / intent verification
Agentsupport-agent-1active
TaskSummarize customer query
Attempted Action

Trusted by security leaders from teams at

Verily
carID
Google
PayPal
Intuit
Heritage Bank

AI agents don't just generate text. They take actions.

Authenticated doesn't mean aligned. Your agents can have valid credentials and still act outside the task they were given. ArmorIQ sits between your Agents and Governance Domains, intercepting intent, enforcing policy, and ensuring every action belongs to an approved purpose.

ArmorIQ Intent Verification Dashboard

Action Blocked

Outside task scope

How ArmorIQ works

01

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.

02

Define and enforce Intent

Before any API call, data access, or workflow trigger executes, ArmorIQ checks it against declared intent and active policy. Within scope: allowed. Outside scope: blocked or down-scoped, instantly.

03

Generate Audit trails

Automatically captures a continuous, tamper-evident record of who did what, on whose behalf, and why. Compliance evidence is produced in real time, not assembled after an incident.

IAM controls access. ArmorIQ controls behavior.

Why not just use guardrails or IAM?

They solve different problems. ArmorIQ fills the gap none of them cover.

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
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

Guardrails stop bad responses. ArmorIQ stops bad actions.

Frequently Asked Questions

Everything you need to know about ArmorIQ

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.

Ready to control what your AI agents actually do?

Join the teams building safer, compliant AI agent deployments.

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