AI INFRASTRUCTURE DEFENSE™

YOUR AI IS AUTHORIZED. THAT’S THE PROBLEM. THE GAP LIVES AT EXECUTION.

We control what autonomous AI actually does. Your AI is authorized, capable, and fast. None of that means its next action is the right one.
Mountain Theory sits between the AI’s decision and its execution, and stops the wrong action before it executes.

AI INFRASTRUCTURE DEFENSE™

YOUR AI IS AUTHORIZED. THAT’S THE PROBLEM. THE GAP LIVES AT EXECUTION.

We control what autonomous AI actually does. Your AI is authorized, capable, and fast. None of that means its next action is the right one.
We intercept destructive outcomes before they execute

Authorized AI Has Already Done Real Damage

OpenAI x Hugging Face — July 2026

OpenAI’s own models, tested with safety controls off, broke out of the lab and breached Hugging Face production. Safety filters then blocked the defenders’ own forensic analysis.

AWS Kiro — December 2025

Amazon’s own AI bot deleted cloud environments during a routine update. $100MM+ impact. 13-hour outage.

Replit — July 2025

An AI coding assistant deleted a production database after being explicitly told not to.

OpenClaw — February 2026

An autonomous agent ignored direct stop commands. It took a physical power kill to stop it.

None of these were breaches. Every one happened with properly authenticated AI. Identity wasn’t the gap. Execution was.

AI INFRASTRUCTURE DEFENSE™

Inside the AI Execution Layer

One job: control what your AI actually does.

POLICY

You Set The Rules

Write the rules in plain English. What your AI can do, what needs approval, what it can never do. No code. Enforced everywhere your AI runs.

ENFORCEMENT

Checked Before It Acts

Evaluates every AI action against policy before it executes. Three outcomes at every gate: ALLOW, HOLD, or BLOCK. Inline, so the business never feels it.

ACCOUNTABILITY

Nothing Goes Unrecorded

Rules on scenarios no one anticipated, with a full audit trail. Every ruling feeds back into policy, so the system gets smarter with every decision.

THE THIRD OUTCOME

EVERYONE ELSE REWRITES THE ACTION. WE STOP AND ASK A PERSON.

Most controls in this category offer allow, deny, or modify. Modify rewrites the action and lets it run, which means something happened and no human chose it. When the auditor asks who authorized it, the answer is that a policy engine altered a machine’s proposal and permitted the altered version. That answer does not survive a hospital. It does not survive a bank.

ALLOW

The action proceeds.

HOLD

The action is suspended before it executes and escalated along a path declared in advance: who approves, how long they have, and what happens if nobody answers. A person decides. An approval queue, not silent auto-mutation.

BLOCK

The action is terminated before it runs.

Part Of

NVIDIA Inception ProgramGoogle for Startups Cloud Program

Design Partner

Optimo AI

THREAT LAB

The OpenAI / Hugging Face Breach

How OpenAI’s own models, with safety switched off, broke out of the lab and breached Hugging Face production. Where the execution layer is the control that stops it.

Read Technical Breakdown ➔

THREAT LAB

The OpenAI / Hugging Face Breach

How OpenAI’s own models, with safety switched off, broke out of the lab and breached Hugging Face production. Where the execution layer is the control that stops it.

Read Technical Breakdown ➔

You want to roll AI out. We make sure it can’t go too far.

30 minutes. No slides. A live demonstration of an autonomous agent trying to break the rules, and Mountain Theory stopping it.

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