Fixed-scope defensive security assessments for growing companies, built on public standards you can verify: the OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF (AI 600-1) and STRIDE threat modelling. Every finding cites the standard it comes from, so you can check the work rather than take it on trust.
Request a Security Snapshot — US$500No payment up front. You pay only if you accept the report. How it works
Choose the depth that matches your timeline and budget. All prices are in US dollars (USD).
When you accept, we send you an invoice. There is nothing to pay before that.
Model threats across Spoofing, Tampering, Repudiation, Information Disclosure, Denial of Service, and Elevation of Privilege. Design-time security thinking, not just code review.
Assess resilience across 8 failure modes: Prompt Injection, Authorization Bypass, Dependency Poisoning, Configuration Drift, Monitoring Gaps, Failure Cascade, Recovery Weakness, Attestation Failure.
Align with NIST's Feb 2026 AI Agent Standards for risk assessment, responsible AI practices, operational security, and supply chain security.
Traditional application security (injection, broken auth, sensitive data exposure) plus AI-specific risks (LLM integration, model poisoning, insufficient monitoring).
Our proprietary engine scans for security anti-patterns, misconfigurations, and AI-specific risks across all code paths. Findings are triaged and verified before they reach you, each with the check that confirms it.
Grounded in published, auditable frameworks — OWASP LLM Top 10 and OWASP Agentic, MITRE ATLAS, the NIST AI Risk Management Framework, STRIDE and MAESTRO. Public basis means a third party can audit the assessment as well as the code.
Representative examples of the finding types, severities and remediation format a Snapshot produces. These are illustrative, not findings from a past client engagement.
| Finding | Severity | Category | Remediation |
|---|---|---|---|
| Database credentials hardcoded in config file | CRITICAL | Configuration | Move to environment variables / secrets manager |
| JWT tokens lack expiration and revocation mechanism | HIGH | Authentication | Add token expiration (15 min) and refresh token rotation |
| LLM prompts directly interpolate user input (injection vulnerability) | HIGH | AI Agent Security | Sanitize inputs, use structured output, add jailbreak detection |
| API endpoints lack authorization checks (multi-tenant data leak) | CRITICAL | Authorization | Validate user ownership for all resource access |
| Missing rate limiting on authentication endpoints | HIGH | Rate Limiting | Implement 5-failed-attempt lockout (15-min cooldown) |
| No audit logging for privileged operations | MEDIUM | Logging & Monitoring | Add audit logging; store in immutable, append-only log |
| Dependency vulnerability in lodash (CVE-2021-23337) | MEDIUM | Supply Chain | Upgrade to lodash 4.17.21+; add security gate in CI/CD |
| CORS configured with wildcard origin | HIGH | Configuration | Whitelist specific origins; validate origin header |
Detection is rule-based, not dataflow analysis. We measure it against benchmarks with vulnerabilities planted at known lines, and we publish the number that is not flattering, because a security report you cannot calibrate is worse than none.
On weakness classes the rules already cover, recall is high. On a held-out set written afterwards and scored once — classes the rules had never seen — recall was 40%. Your codebase is a held-out set by definition. Use this to find what it knows how to find; do not use it to conclude a codebase is sound.
Covered: Python and JavaScript/TypeScript source, plus dependency advisories. Every report states what was not examined — unread languages, dependencies whose version could not be resolved, and any engine that failed. A partial audit is never delivered as a whole one. Static analysis only: no code is executed and no live system is touched.
A fixed-scope security baseline, delivered within three business days. Request a Security Snapshot with no payment up front, or discuss which tier matches your needs.
Request a Security Snapshot — US$500 Or email us to arrange a 30-min call