A standing marker for structure and governance.

We design, govern, and operate AI systems the way you already run production.

Denied by default. Observable. Owned.

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What we do

Org rails

Org rails inherited, not optional.

Team SDLC

Development
SDLC, CI, and change control sit inside those rails.
Platform
MCP tools and runbooks execute on Kubernetes, inside the barrier.
Security
Identity, skills, and secrets. Denied by default.

Shadow agent

Denied

Barrier

Runbook

What remains

Inheritance still binds every team.

Each team still owns its SDLC.

Skills stay team-owned. Denied by default.

A runbook can still execute. A shadow agent cannot.

Principal

Felix Rodriguez

MCP and agent trust boundaries.

AI on Kubernetes, in production, including the control plane.

Cloud security and enterprise governance. Denied by default.

Shadow AI

Unintentional. At machine speed.

Most of it is not malice. It is a personal account. An agent with a tool you did not issue. A model that keeps what it saw. That is an insider. It does not know it is one. Once the data leaves the building, you do not get it back.

92%: Of AI-related breaches lacked proper AI access controls.
43%: Of incidents involved unapproved (shadow) AI, more than double last year (20%).
$5.39M: Average breach cost when shadow AI was involved (was $4.63M).
+$1.0M: Extra cost of AI-driven attacks versus other malicious breaches.

21%: Of organizations had an AI-related incident, up from 13%.
40%: Use access controls on AI models and data.
46%: Secure non-human identities in AI workflows.
$1.93M: Saved, and 65 fewer days to contain, with extensive security AI and automation.

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Working systems and a white paper, not a pitch deck.