Internal QA & Adversarial Security Benchmarks (August 2026)

Built for Compliance Work.
Tested Like It.

Compliance and audit tools carry real consequences when they get something wrong. Before any ContextSkeleton product ships, we run it through adversarial stress-testing designed to break it—not just demo it.

Grounding, Not Guessing

Every audit and questionnaire product is tested with zero supporting source documents to confirm it flags answers as ungrounded rather than fabricating a confident-sounding response. If there's no policy document behind a claim, the product says so.

Prompt Injection Resistance

We've run direct injection attacks against our Security Questionnaire Resolver—including attempts to make it leak internal instructions or output a false "approved" result—and it correctly treated the attack as literal input text rather than following it.

Enterprise-Scale Complexity

Our audit tools have been tested against realistic large-scale scenarios: multi-page technical specifications, 15+ item RFP questionnaires, and deliberately contradictory data planted to see whether the system catches coordination conflicts a human reviewer would need to flag.

Domain Accuracy

Our SOX 404 / SOC 1 Auditor correctly distinguishes a "significant deficiency" from a "material weakness"—a distinction that matters to real auditors and is easy for a less careful system to blur. Our ESG & CSRD Climate Auditor's Scope 1–3 emissions math checks out to the decimal against manual verification.

Verified Product Testing Findings

Security Questionnaire ResolverTested against live prompt-injection attacks—resists attempts to extract instructions or force approval, and flags ungrounded answers instead of fabricating them.
OSHA & EHS Safety AuditorReports only what's in your actual inspection notes—tested to confirm it won't invent violations, equipment, or observations that weren't submitted.
SOX 404 & SOC 1 Financial AuditorCorrectly distinguishes control-deficiency severity levels per PCAOB AS 2201—tested against real internal-audit scenarios.
ESG & CSRD Climate AuditorScope 1–3 emissions calculations independently verified for accuracy against source data.
Building Consent AuditorTested against deliberately contradictory architectural specs—correctly flags cross-discipline coordination conflicts a human reviewer would need to catch.

We publish this not as a badge, but as a standing commitment: if you find a case where one of our products fabricates an answer, ignores a planted contradiction, or falls for an injection attempt, send a report directly to support@contextskeleton.com.