The State of AI Security Engineering Report 2026

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aisecurityllcAI SECURITY ENGINEERING

Engineered for Adversarial Terrain

We help teams secure LLM apps, agents, and AI workflows before attackers, buyers, or auditors expose the weak points.

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Choose your AI security path

Inventory & Trace

Map repos, surfaces, agents, tools, RAG paths, extensions, and live AI flows.

Inject & Exploit

Run prompt injection, code-path, artifact, retrieval, agent, and binary abuse tests.

Gate & Harden

Add guardrails, approvals, gateway policy, monitoring, and remediation paths.

Harden Defenses

Package & Prove

Export findings, traces, mappings, fixes, and buyer-ready proof.

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Signal Briefing

Field notes for AI security teams

Weekly signal on LLM app risk, RAG failures, agent permissions, and buyer-evidence patterns.

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Services

AI Product Security AssessmentMap + Attack review
AI Security Maturity BenchmarkMap program baseline
AI Red TeamingAttack model and workflow abuse
Agentic Workflow HardeningDefend agents and tool use
AI Guardrails & Evals ReviewDefend policy and controls
AI Security Sales EnablementEvidence for buyers
Governance & Program BuildEvidence and operating model
About Our ConsultantsWho leads the work

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Products

AI Security ScorecardRisk scoring & gap analysis
SecEng Code ScannerAI-aware code analysis
SecEng Runtime ProxyMITM capture & trace replay
SecEng Model GatewayLLM routing, policy & spend
RAG Test HarnessTest retrieval & leakage
SecEng Adversarial RangeAdversarial AI test suite
Artifact AnalyzerModel & prompt artifact intel
Evidence PacksCollect, map & export proof

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Academy

AI Security AcademyLearning path overview
CoursesRole-based training
CertificationAIPSA credential tracks
LabsHands-on practice
WorkshopsLive & team training
Speed RunGamified skill sprints
Flash CardsQuick practice cards
SCORM / LMSEnterprise training package

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Research

Vendor BenchmarksPLANNEDComparisons & insights
Reference DeskFrameworks & tools
AI Control CrosswalkMulti-framework mapping
PublicationsReports, guides & volumes
AI Security HandbookComprehensive guide
AIPSA Field GuidePractitioner playbooks
Academy JournalField notes & analysis
Public FindingsNamed intelligence & CVEs

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Marketplace

Browse MarketplaceThe full commercial catalog
All ProductsSecEng tools & platforms
StoreBuy products & add-ons
PricingPricing & packages
Private OffersEnterprise packages
Integrations & ConnectorsConnect your stack

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