The annual pen test,done by AI.

A traditional pen test ends with a PDF; the methodology lives in the consultant's head. Swarm logs every move every specialist makes (every HTTP request, every source grep, every finding submission) and exports the full audit trail your SOC 2 auditor opens alongside the report.

Filter by specialist, pivot by step, trace any finding in the report back to the exact tool call that surfaced it. No human pen test firm produces one. The receipts are the methodology.

AI capability for finding vulnerabilities is moving quickly. AISI verified Anthropic's Mythos Preview at 73% expert-level CTF success rate; that class of model reaches restricted programs first (Project Glasswing) and broader availability after.

When a Mythos-class capability lands at Swarm you don't re-buy. Every active customer gets a free re-test against the original scope, with the new model applied to findings already fixed and the surface no prior model could probe. A standing commitment, not a marketing footnote.

Most pen tests file individual tickets. Damage happens at the joins: an IDOR enables a privilege escalation enables an account takeover. Swarm's chain_analyst reads the full finding list and composes the multi-step paths that turn three medium findings into one critical chain.

Most human firms note the joins in passing if at all; Swarm hands you the chain as a first-class deliverable: the components, the order, the proof-of-concept that walks the path end-to-end.

A human firm sometimes ships a PoC, sometimes a screenshot, sometimes a paragraph; severity is asserted, not always demonstrated. Swarm's validate_specialist builds a reproducible exploit for every Critical and High before the report ships.

Your engineer reproduces the finding from the PoC. Your auditor follows the audit-trail row that produced it. Severity earned by demonstration, not asserted by table.