R.A.D.O.N. · cloud security posture

Your GCP misconfigurations, found and explained, on your own hardware.

R.A.D.O.N. (Risk Analysis & Detection Orchestration Node) is an air-gapped, self-hosted scanner that runs 50+ checks across IAM, Cloud Storage, Compute Engine, and Cloud Run, then turns raw findings into plain-English risk assessments with a locally hosted LLM.

R.A.D.O.N. · security dashboard
R.A.D.O.N. security dashboard
Why R.A.D.O.N. exists

Cloud security posture, without the tradeoff.

The tradeoff

Managed platforms are expensive and data-hungry.

Managed platforms carry enterprise pricing and process your configuration data in their own clouds, while free scanners stop at raw findings: a wall of JSON that still needs a human to interpret.

The risk

Interpretation usually means exposing your posture.

The interpretation layer means shipping your GCP configuration, every vulnerability and misconfiguration, to a third party. A single breach at that vendor exposes your entire cloud posture.

The solution

R.A.D.O.N. fills that gap.

Run the scan yourself and get the interpretation too, generated by a local LLM on your own hardware. Deploy the container inside your own cloud and it is fully air-gapped. Your security data never leaves your machine.

What it does

Detect. Triage. Remediate.

Every finding is scored against recognized industry standards and explained in language your team can act on, generated on-device, never in someone else's cloud.

01

50+ security checks

IAM, Cloud Storage, Compute Engine, and Cloud Run: the misconfigurations that cause real incidents, audited via the GCP API.

02

Local LLM triage

llama.cpp running LFM 2.5 1.2B (swappable to 8B and 26B) turns raw findings into plain-English risk assessments with remediation steps. Nothing leaves your environment.

03

Standardized severity

Scored with CVSS v4.0, mapped to CIS GCP Foundations Benchmarks and MITRE ATT&CK, not an in-house scale. Falls back to NIST SP 800-53 where CIS doesn't cover.

04

MongoDB persistence

Findings, scan history, and remediation state stored in MongoDB, or in-memory for quick trials with no database.

05

Web dashboard

Findings, trends, a 0–100 posture score, AI chat, and remediation tracking in a dependency-free vanilla JavaScript frontend.

06

Bundled emulator

A deliberately misconfigured fake GCP project ships with the stack, so you can run a scan immediately, with no live GCP account needed.

How it works

A 4-service, air-gapped stack

One Docker Compose stack, fully self-hosted. Deploy it inside your own cloud and your security data never leaves.

Audit Engine (Python)

Collects GCP configuration over HTTP and runs the 50+ checks across IAM, Storage, Compute Engine, and Cloud Run.

LLM Triage (llama.cpp, LFM 2.5)

Turns each finding into a plain-English assessment with severity and remediation, generated on-device.

MongoDB

Stores findings, scan history, and remediation state, or runs in-memory for quick trials.

FastAPI + JS dashboard

Serves findings, the 0–100 posture score, AI chat, and remediation tracking.

GCP Emulator

A fake, deliberately misconfigured GCP project for offline testing, with no live account required.

GCP services covered

IAM: public roles, overprivileged and dormant service accounts, unrotated and orphaned keys.

Cloud Storage: public buckets and objects, missing uniform bucket-level access, disabled versioning, unencrypted buckets.

Compute Engine: public IPs, open firewall rules, default service accounts, disabled shielded VMs, serial port access.

Cloud Run: unauthenticated services, open ingress, secrets in env vars, missing resource limits and VPC connectors.

Open core

Free and self-hosted today. More when you need it.

The repository is the free, self-hosted core, licensed Apache 2.0. Metal Origami maintains a commercial version on top of it, with no forced migration and no lock-in.

Capability Open core Commercial
50+ checks across IAM, Storage, Compute, Cloud Run Included Included
Local, air-gapped LLM triage Included Included
GKE, BigQuery, org hierarchy, continuous scanning Included
Fine-tuned models trained on GCP security data Included
Live access to the latest GCP documentation Included
Automated remediation via GCP API calls Included

Try R.A.D.O.N. without touching a live account

The interactive demo walks through the open-source capabilities, with no GCP credentials required. When you're ready, clone the repo and run it against your own environment in one command.

Let's talk.

Questions about R.A.D.O.N., early access to the commercial tier, or just want to talk cloud security?

Contact us at contact@metal-origami.com