AI-SPM vs Manual LLM Pentest
A manual LLM pentest is a one-time snapshot, stale the day the model updates. AI-SPM re-tests on a schedule, tracks findings across runs, and produces standing audit evidence, which is the continuous coverage an EU AI Act or ISO 42001 obligation expects.
Last reviewed October 2026
What AI-SPM vs Manual LLM Pentest really means
Manual LLM Pentest addresses one part of AI risk. What it leaves uncovered is the rest of the AI surface: months to evidence, snapshot-aged the moment foundation models update, no control-mapped output, prompts shared outside the customer trust boundary.
How Penaxtra closes the gap
AI-SPM covers the AI-specific layer directly: 11 AI asset kinds today, adversarial testing scored by deterministic checks, a self-hosted runtime gateway, and control-ID evidence across seven frameworks. It usually runs alongside Manual LLM Pentest, since the two address different layers. Plans and what each tier includes are on the pricing page.
What Penaxtra adds
Self-hosted runtime gateway with Ed25519-signed policy distribution
Deterministic checks on every adversarial response; a single model judge only for responses they cannot settle
Seven-framework compliance mapping at control-ID level
PDF + JSON audit-evidence export with twenty-five cross-framework overlaps
Compliance coverage compared
AI-SPM evidence stands alongside Manual LLM Pentest findings; the two cover different ground and are used together.