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AI Lab Audit — sample report

Audit ID: demo

Score

Overall	Revenue	Reliability	Security
72	80	70	55

Findings

Ollama lanes reachable on localhost; expose through a metered gateway.
ComfyUI is installed; add protected queue/auth for client delivery.
3 GPU lanes detected; add per-lane quota + rollup billing.

Next actions

Ship an API-key-gated usage gateway.
Add disk-full predictions before scaling.
Publish one paid landing page offer.

Monetization plays

$19 automated audit
$499 hands-on cleanup
$997 buildout + billing setup