NEW

Start with the pressure: sales, launch, abuse, agents, data, or guardrails

Use the engagement router
aisecurityllc
Sign inStart AI Security Assessment
aisecurityllc
Start AI Security Assessment

aisecurity.llc · site index

Site Map

Complete index of every page — 1,046 routes across 18 sections. Titles, descriptions, keywords, and source file paths extracted at build time.

1,046Total routes
881Sitemap-indexed
775With description
468With keywords
231With file path
18Sections
Core(1)Workbench(1)Services(102)Solutions(10)Academy(286)Labs(12)Research(247)People(181)Marketplace(46)Integrations(1)Products(16)Legal & Trust(38)Documentation(20)Auth(5)More(76)Pricing(1)Labs(1)Services(2)

Core

1 page

Platform entry points

aisecurity.llc
AI Security Engineering for adversarial terrain.
/

Workbench

1 page

SecEng instruments and delivery tools

SecEng Workbench
Tool-backed delivery system for AI security assessments, adversarial testing, hardening, and evidence packaging.
/instruments

Services

102 pages

Map, Attack, Defend, and Evidence

Attack
Test realistic AI abuse paths across prompts, retrieval, tools, agents, tenants, and model behavior.
/attack
Defend
Turn AI security findings into controls, guardrails, evals, approval gates, telemetry, and release criteria.
/defend
Evidence
Package AI security work into buyer-ready evidence, governance artifacts, claim-readiness labels, and control mappings.
/evidence
Map
Identify AI systems, trust boundaries, workflows, vendors, data flows, agents, tools, and launch risks.
/map
Services
Expert-led AI security services organized around Map, Attack, Defend, and Evidence.
/services
Agentic Workflow Abuse Review
An adversarial review of AI agents, tools, automations, permissions, approvals, workflows, rollback paths, and action boundaries. It tests the action layer: what the AI can do, who approved it, what it can touch, and how badly it can fail.
ai securityserviceagentic-workflow-abuse-review
/services/agentic-workflow-abuse-review
Agentic Workflow Security & Hardening
A hardening engagement for AI agents and workflows: permission design, tool policies, approval gates, scoped credentials, logging, rollback, exception handling, and production guardrails.
ai securityserviceagentic-workflow-security-hardening
/services/agentic-workflow-security-hardening
AI Governance & Security Program Build
A program-building engagement that turns AI security from scattered policy into operating model, ownership, controls, evidence, workflows, and governance cadence.
ai securityserviceai-governance-security-program-build
/services/ai-governance-security-program-build
AI Guardrails & Evals Review
A review and improvement plan for guardrails, evals, refusal behavior, fallbacks, test coverage, monitoring, regression cases, and release criteria.
ai securityserviceai-guardrails-evals-review
/services/ai-guardrails-evals-review
AI Product Security Assessment
A 2-4 week assessment of an AI-enabled product, including architecture, data flows, trust boundaries, model and provider dependencies, RAG surfaces, tenant isolation, authorization paths, data exposure, and product-security gaps.
ai securityserviceai-product-security-assessment
/services/ai-product-security-assessment
AI Red Team & Adversarial Testing
A focused adversarial engagement testing prompt injection, indirect instruction attacks, RAG exposure, tool abuse, tenant leakage, policy bypasses, unsafe autonomy, and model misuse paths.
ai securityserviceai-red-team-adversarial-testing
/services/ai-red-team-adversarial-testing
AI Security Maturity Benchmark
A fast diagnostic of product, engineering, governance, evidence, and AI-security maturity. It gives leaders a lower-friction first artifact and a prioritized path into deeper assessment, red-team, hardening, sales enablement, or operating-model work.
ai securityserviceai-security-maturity-benchmark
/services/ai-security-maturity-benchmark
AI Security Sales Enablement
A workshop-first evidence sprint for AI-enabled products, designed to help sales, SE, product, legal, and security teams answer enterprise AI-security questions without improvisation.
ai securityserviceai-security-sales-enablement
/services/ai-security-sales-enablement
Agentic Workflow Abuse Review — Discovery
Consulting discovery and intake for agentic workflow abuse review.
consultingdiscoveryagentic-workflow-abuse-reviewai security
/consulting/discovery/agentic-workflow-abuse-review
Agentic Workflow Security Hardening — Discovery
Consulting discovery and intake for agentic workflow security hardening.
consultingdiscoveryagentic-workflow-security-hardeningai security
/consulting/discovery/agentic-workflow-security-hardening
Ai Governance Security Program Build — Discovery
Consulting discovery and intake for ai governance security program build.
consultingdiscoveryai-governance-security-program-buildai security
/consulting/discovery/ai-governance-security-program-build
Ai Guardrails Evals Review — Discovery
Consulting discovery and intake for ai guardrails evals review.
consultingdiscoveryai-guardrails-evals-reviewai security
/consulting/discovery/ai-guardrails-evals-review
Ai Product Security Assessment — Discovery
Consulting discovery and intake for ai product security assessment.
consultingdiscoveryai-product-security-assessmentai security
/consulting/discovery/ai-product-security-assessment

+ 84 more in this section — all indexed in /sitemap.xml

Solutions

10 pages

End-to-end AI security program briefs

Solutions
Pain-led routes for AI code risk, shadow AI, SDLC gaps, deal blockers, agent blast radius, RAG leakage, and governance buildouts.
/solutions
Agent Blast Radius Is Unknown
Agents can read, write, browse, call tools, trigger workflows, and move data.
Agentic Workflow Security & HardeningCTOCISO
/solutions/agent-blast-radius-is-unknown
AI Bugs Hide in New Paths
Traditional scanners miss prompt injection, unsafe output handling, retrieval abuse, model misuse, and agent tool paths.
AI Red Team & Adversarial TestingProduct SecurityRed Team
/solutions/ai-bugs-hide-in-new-paths
AI Code Risk Is Spreading
Developers are generating code faster than security can review it.
AI Product Security AssessmentCISOProduct Security
/solutions/ai-code-risk-is-spreading
AI Sales Needs Proof
Sales engineers need sharper AI security language, evidence, and objection handling.
AI Security Sales EnablementSales EngineeringCustomer Success
/solutions/ai-sales-needs-proof
AI SDLC Is Missing
Normal AppSec does not cover prompts, RAG, agents, evals, model behavior, or AI release gates.
AI Governance & Security Program BuildCISOCTO
/solutions/ai-sdlc-is-missing
AI Security Roles Are Undefined
Teams know they need AI security, but they cannot define the work, roles, skills, or hiring profile.
AI Governance & Security Program BuildCISOCTO
/solutions/ai-security-roles-are-undefined
Enterprise Deal Is Blocked
A buyer, procurement team, or security reviewer is asking AI security questions the team cannot answer cleanly.
AI Security Sales EnablementSales EngineeringCustomer Trust
/solutions/enterprise-deal-is-blocked
RAG Access Can Leak
Retrieval can expose the wrong chunks, wrong tenants, poisoned context, stale sources, or sensitive data.
AI Product Security AssessmentProduct SecurityAppSec
/solutions/rag-access-can-leak
Shadow AI Has No Owner
AI tools, extensions, copilots, CLIs, and workflows are spreading without visibility.
AI Security Maturity BenchmarkCISOSecurity Program Lead
/solutions/shadow-ai-has-no-owner

Academy

286 pages

Courses, labs, journal, certification

AI Product Management for Secure AI Features
A role-based enterprise course for product managers, PMO leaders, technical program managers, founders, and AI product leads who need to turn AI risk into requirements, acceptance criteria, release gates, and buyer-ready evidence.
/academy/courses/ai-product-management-for-secure-ai-features
AI Red Teaming for Product Teams
A defensive enterprise course for QA, DevOps, SecOps, product security, and AI platform teams that need repeatable AI abuse-case testing, evidence capture, severity scoring, and remediation workflows.
/academy/courses/ai-red-teaming-for-product-teams
AI Security for Sales Engineers
A role-based enterprise course for sales engineers, solutions consultants, account executives, founders, customer success teams, and product marketers who need to answer AI security questions safely, clearly, and credibly.
/academy/courses/ai-security-for-sales-engineers
Hiring AI-Savvy Talent Without Unicorn Hunting
A practical course for recruiters, hiring managers, and talent leaders who need to define AI-era roles, separate real must-haves from team capability gaps, build sharper scorecards, and hire against evidence instead of Frankenstein reqs.
/academy/courses/hiring-ai-savvy-talent-without-unicorn-hunting
Model Gateways and Secure AI Platform Engineering
A technical enterprise course for platform, DevOps, SRE, cloud security, AI infrastructure, and security architecture teams building model gateways, provider routing, policy enforcement, telemetry, RAG boundaries, and agent execution controls.
/academy/courses/model-gateways-and-secure-ai-platform-engineering
Secure Coding with GenAI
A hands-on enterprise course for developers, AppSec teams, and platform engineers learning how to use AI coding tools safely through secure prompts, shared components, model gateways, review rubrics, tests, CI/CD gates, and governance-ready evidence.
/academy/courses/secure-coding-with-genai
AI Security Engineer — Career Dossier
Secures AI-enabled applications, RAG systems, agents, model supply chains, eval pipelines, and governance evidence loops.
AI Securitycross cuttingai securitycareer
/academy/reference/career-explorer/roles/ai-security-engineer
'Unleashing Potential and Passion: The Impact of Aligned Work Interests'
Ever wondered why some people seem effortlessly drawn towards their work, invigorated by their day-to-day tasks, while others struggle to...
/academy/journal/unleashing-potential-and-passion-the-impact-of-aligned-work-interests
'Unleashing Sales Potential: Tailored Workshops for Sales Teams'
By incorporating scientific research and advanced technologies, tailored workshops represent the future of sales team development.
/academy/journal/unleashing-sales-potential-tailored-workshops-for-sales-teams
'Values-Driven Culture: The Interplay of Personal and Enterprise Values'
In an ever-evolving world, an organization's ability to scale and adapt hinges on the alignment of personal values within its teams....
/academy/journal/values-driven-culture-the-interplay-of-personal-and-enterprise-values
'Worker Engagement: The 8.8 Trillion-Dollar Problem'
The High Cost of Low Engagement Welcome to our exploration of one of the most pressing issues in the contemporary workspace: worker...
/academy/journal/worker-engagement-the-88-trillion-dollar-problem
10 Benefits of Engaging in Meaningful Work
Meaningful work is a critical driver of professional longevity and psychological well-being. This article outlines the systemic benefits of aligning professional labor with core purpose and AI-security-driven values.
/academy/journal/10-benefits-of-having-meaningful-work
10 Reasons Cybersecurity Recruiting Is Challenging
Cybersecurity recruiting is complex due to misaligned role definitions and evolving skill requirements. This article analyzes common recruitment hurdles through an AI Security Engineering lens.
/academy/journal/10-reasons-cyber-security-recruiting-is-so-hard
AI Application Security Review Checklist: 100 Questions Before Production Launch
AI security reviews should use a structured checklist covering governance, data, prompts, RAG, tools, agents, providers, evals, telemetry, and claims before launch.
/academy/journal/ai-application-security-review-checklist-100-questions
AI Audit Evidence: What Logs, Tests, Policies, and Approvals You Need to Prove Governance Works
AI governance requires evidence artifacts across inventory, risk, data, providers, prompts, evals, red-teaming, approvals, and logs. Evidence should be built into AI workflows, not assembled after a crisis.
/academy/journal/ai-audit-evidence-logs-tests-policies-approvals-governance-works
AI Data Governance for Security Engineers: Classifying Prompts, Outputs, Embeddings, and Training Data
AI data governance must classify prompts, outputs, embeddings, and training data. Security engineers need rules for provider use, retention, access, and deletion.
/academy/journal/ai-data-governance-prompts-outputs-embeddings-training-data
AI Evals as Security Tests: Building Regression Suites for Prompt Injection, Leakage, and Unsafe Actions
Security evals should test prompt injection, indirect injection, data leakage, RAG access, unsafe output, excessive agency, over-reliance, and cost abuse. These should be repeatable regression suites in CI/CD and governance evidence.
/academy/journal/ai-evals-as-security-tests-regression-suites
AI Incident Response: Playbooks for Prompt Injection, Model Abuse, Data Leakage, and Rogue Agents
Most incident teams already know how to isolate systems and preserve logs. AI changes the shape of the evidence. The response process must include prompts, retrieval context, tool actions, and model versions.
/academy/journal/ai-incident-response-playbooks

+ 268 more in this section — all indexed in /sitemap.xml

Labs

12 pages

Hands-on adversarial tools and demos

Labs
Hands-on AI security labs, attack ranges, demos, tools, and exercises.
/labs
Agent Analyzer
/labs/agent-analyzerapp/(public)/labs/agent-analyzer/page.tsx
Ai Control Crosswalk
/labs/ai-control-crosswalkapp/(public)/labs/ai-control-crosswalk/page.tsx
Atlassian Threat Canvas
/labs/atlassian-threat-canvasapp/(public)/labs/atlassian-threat-canvas/page.tsx
Injection Harness
/labs/injection-harnessapp/(public)/labs/injection-harness/page.tsx
Job Navigator
/labs/job-navigatorapp/(public)/labs/job-navigator/page.tsx
Llm Attack Range
/labs/llm-attack-rangeapp/(public)/labs/llm-attack-range/page.tsx
Nist Nice
/labs/nist-niceapp/(public)/labs/nist-nice/page.tsx
Output Safety
/labs/output-safetyapp/(public)/labs/output-safety/page.tsx
Prompt Reviewer
/labs/prompt-reviewerapp/(public)/labs/prompt-reviewer/page.tsx
Rag Analyzer
/labs/rag-analyzerapp/(public)/labs/rag-analyzer/page.tsx
Trust Scanner
/labs/trust-scannerapp/(public)/labs/trust-scanner/page.tsx

Research

247 pages

Briefs, tools, pains, failure modes, personas

Research
AI security engineering research, reports, benchmarks, and field intelligence.
/academy/research
The State of AI Security Engineering 2026
Research report, field guide, and practitioner handbook for 2026.
ai securityreport2026engineering
/report/2026
Vendor Benchmarks
Planned benchmark routes for secure code generation, prompt injection, RAG leakage, agent abuse, guardrails, code review, artifact triage, and model gateway policy.
/research/benchmarks
Agent Tool Abuse Benchmark | AI Security LLC
Planned benchmark for agent tool misuse, excessive agency, approval bypass, unsafe chaining, and tool policy enforcement.
/research/benchmarks/agent-tool-abuse
AI Artifact & Binary Triage Benchmark | AI Security LLC
Active benchmark for AI-assisted triage of binaries, browser extensions, CLI tools, configs, manifests, and packaged agents.
/research/benchmarks/artifact-binary-triage
AI Code Review Quality Benchmark | AI Security LLC
Active benchmark for evaluating LLM vulnerability detection, severity accuracy, exploit reasoning, and secure fix quality.
/research/benchmarks/ai-code-review-quality
Guardrail Robustness Benchmark | AI Security LLC
Planned benchmark for guardrail bypass, false refusals, overblocking, policy consistency, latency, and cost impact.
/research/benchmarks/guardrail-robustness
Model Gateway Policy Enforcement Benchmark | AI Security LLC
Planned benchmark for model gateway routing, redaction, logging, policy enforcement, approval flows, tenant boundaries, and audit completeness.
/research/benchmarks/model-gateway-policy
Prompt Injection Resistance Benchmark | AI Security LLC
Planned benchmark for direct and indirect prompt injection resistance across models, agents, RAG systems, guardrails, and gateways.
/research/benchmarks/prompt-injection-resistance
RAG Leakage & Retrieval Boundary Benchmark | AI Security LLC
Planned benchmark for RAG leakage, tenant isolation, poisoned context, sensitive document exposure, and citation integrity.
/research/benchmarks/rag-leakage-boundary
Secure Code Generation Benchmark | AI Security LLC
Active benchmark for comparing how safely LLMs generate code under realistic developer prompts.
/research/benchmarks/secure-code-generation
Agentic Anarchy
Agent security is delegated action security; chatbot framing is insufficient.
Delegated action riskAI security engineersProduct security leadersCISOs
/findings/agentic-anarchy
Boardroom-to-Backlog Gap
Executive AI risk narratives often fail to translate into named controls, owners, and evidence artifacts.
Execution translation failureCISOsSecurity engineering leadersBoards
/findings/boardroom-to-backlog-gap
Entry-Level Extinction
AI Security Engineering is being invented at the top of the org chart. The market is hiring senior-only into an unproven discipline, with almost no junior pathways.
Talent supply crisisCISOsHiring managersTalent leaders
/findings/entry-level-extinction
Model Supply Chain Blind Spot
Model artifacts, provenance, and deployment gates remain under-specified in many role definitions.
Lifecycle control deficitML securityPlatform leadersCISOs
/findings/model-supply-chain-blind-spot
Skill Washing
AI-labeled security titles often outpace AI-specific control, testing, and evidence language.
Title/substance mismatchRecruitersHiring managersCISOs
/findings/skill-washing
Skills Validation Gap
The market asks for AI security engineering skills before it has standardized practical evaluation pathways.
Assessment maturity lagHiring managersRecruitersTraining leaders
/findings/skills-validation-gap
The Adjacent Reservoir
Adjacent engineers — platform, DevOps, ML engineers without security background — represent the most realistic near-term supply of AI security talent. But hiring filters are calibrated to 'security professionals who've added AI,' not 'AI professionals who've added security.' Survey data shows adjacent engineers have moderate confidence in AI security but face specific, navigable barriers: vocabulary gaps and credential expectations rather than capability gaps. The market is filtering out its most viable near-term talent supply.
Untapped talent supplyHiring managersCISOsTraining leaders
/findings/adjacent-reservoir

+ 229 more in this section — all indexed in /sitemap.xml

People

181 pages

Consultants, portfolio, and profiles

Agentic Browser Security Assessment
Conducted a deep product-security assessment of browser trust boundaries across native and agentic browser surfaces, including a privacy-focused Windows desktop browser built on WebView2 and .NET. The work covered privileged internal page handling, native bridge exposure, host-object registration, origin gating, script-injection persistence, credential-surface protection, and native command dispatch — and translated those findings into a reusable defensive framework for AI-enabled automation products.
assessment
/portfolio/agentic-browser-security-assessment
AI Governance Controls with Garak, NeMo Guardrails, Presidio & Promptfoo
Designed a practical AI governance control layer using Garak, NeMo Guardrails, Microsoft Presidio, Promptfoo, agentic identities, permission scoping, evaluation gates, and evidence-generation workflows to support ISO 42001, NIST AI RMF, and AIMS-style control objectives for agentic AI systems.
product
/portfolio/ai-governance-controls-garak-nemo-presidio-promptfoo
AI Product Security Control Plane
Framed AI product security as a product-control problem and translated AI risk categories into evidence, backlog, and governance language that product and engineering teams can actually use.
consulting
/portfolio/ai-product-security-control-plane
Alex Karoulias
Alex is a CS student at Athens Technical University, Class of 2027. He is deeply focused on the intersection of backend scalability and adversarial security. Hi
/consultants/alex-karoulias
Alon Braun
Alon Braun is the strategy and operating-model counterpart behind the project. His background combines MAMRAM and IDF technical training, a foundation in softwa
/consultants/alon-braun
Caya Forex PCI DSS Level 3 Compliance
Delivered a PCI DSS Level 3 compliance engagement for Caya, a forex trading and payment processing platform. Work covered scoping, cardholder data environment (CDE) analysis, gap assessment against the PCI DSS 1.x/2.0 requirements, remediation planning, and compliance program buildout to prepare the platform for formal Level 3 validation.
consulting
/portfolio/caya-forex-pci-dss-level-3-compliance
Cendant / Orbitz Affiliate Growth, ML Itinerary Generation & GDS Cleanup
Supported affiliate-program growth and technical marketing by developing ML-style methods for generating high-value niche multileg flight itineraries, and contributed to geographic waypoint, destination inventory, and GDS cleanup work to improve the structure and accuracy of location-linked travel inventory used across search, routing, affiliate, and booking workflows.
fte
/portfolio/cendant-orbitz-affiliate-ml-multileg-itinerary-growth
Cogstate Cognitive Measurement Delivery for the Australian Defence Force
Contributed to technology delivery in a Cogstate engagement on behalf of the Australian Defence Force, where cognitive-assessment and regulated health-data workflows required careful attention to privacy, data integrity, operational reliability, customer trust, workflow evidence, and controlled execution.
consulting
/portfolio/cogstate-regulated-health-data-product-delivery
Cornerstone FedRAMP Moderate ATO Security Controls
Supported Cornerstone's FedRAMP Moderate authorization effort by helping turn formal control requirements into security policies, standards, guidelines, technical-control architecture, ownership models, procedures, and evidence that could support assessment, authorization, customer trust, and continuous security operations.
fte
/portfolio/cornerstone-fedramp-moderate-ato-security-controls
Devo Security Research & Conference Program
Developed and contributed to Devo security research that converted customer deployment analysis, SIEM maturity patterns, detection taxonomy work, cloud-native security findings, and architecture innovation into conference-grade research accepted at major industry venues including RSA, Infosecurity Europe, and CloudNativeSecurityCon.
report
/portfolio/devo-security-research-conference-program
Devo SIEM Reference Architecture, Taxonomy & Detection Validation
Led and contributed to Devo architecture innovation work focused on SIEM reference architectures, detection taxonomy, Exchange-content validation, enterprise and MSSP deployment analysis, cloud-native detection strategy, migration guidance, and SOC maturity research. The work connected real-world customer deployments to reusable architecture patterns, detection-engineering guidance, and public research accepted at major security conferences.
report
/portfolio/devo-siem-reference-architecture-taxonomy-validation
Disney IAM SIEM Alert Debugging & Executive Dashboard
Delivered Splunk-focused IAM and SIEM work for Disney, debugging identity and access-control alerts, building a custom Splunk app, and creating executive dashboards across access-control and identity solutions spanning Disney campuses and offices.
consulting
/portfolio/disney-iam-siem-alert-debugging-splunk-dashboard
Dorina Miroyannis
Experienced maritime lawyer and business leader with over a decade of expertise in claims management, maritime law, insurance, and shipping operations. Dorina i
/consultants/dorina-miroyannis
Filippos Kritsalis
Filippos is a mathematically trained software engineer (University of Nottingham) and current backend engineer at Wikifarmer. As the Engineering Intern Lead, he
/consultants/filippos-kritsalis
Forescout Banking on Security Financial Services Research
Contributed to Forescout's Banking on Security financial-services research, using Device Cloud analytics and Elastic/Kibana-style workflows to help examine financial-services networks, device visibility, POS adjacency, IoT and OT exposure, flat network risk, Windows lifecycle risk, and segmentation maturity.
report
/portfolio/forescout-banking-on-security-financial-services-research
Forescout Connected Medical Device Security Report
Contributed to Forescout connected medical-device research using Device Cloud analytics to examine segmentation failures, insecure protocols, default credentials, unsupported Windows exposure, and TCP/IP vulnerability impact across healthcare delivery environments. Contributed to Forescout's Healthcare Under the Microscope research, using Forescout Device Cloud analytics to help examine healthcare deployments, connected-device diversity, legacy operating-system exposure, segmentation concerns, and the operational reality of securing medical and non-medical devices across clinical networks.
report
/portfolio/forescout-connected-medical-device-security-report
Forescout Device Cloud Elastic/Kibana Analytics Platform
Built and executed Elastic/Kibana-style analytics workflows over Forescout Device Cloud data to support security research, sector-specific report findings, connected-device risk analysis, rapid response investigations, and public market education across healthcare, connected medical devices, financial services, OT, IoT, and the Enterprise of Things. Contributed to a Forescout Device Cloud research program spanning healthcare, connected medical devices, financial services, operational technology, and the Enterprise of Things, using large-scale connected-device telemetry and Elastic/Kibana-style analysis to support public research reports, market education, customer conversations, and executive security narratives.
report
/portfolio/forescout-device-cloud-elastic-kibana-analytics-platform
Forescout DTEN / WIRED-Featured Offensive Security Research
Contributed to offensive security research involving DTEN and connected-device risk, helping expose how enterprise collaboration and IoT-style devices can create security exposure when device behavior, network placement, management surfaces, and product assumptions are not evaluated like real attack surfaces.
report
/portfolio/forescout-dten-wired-offensive-security-research

+ 163 more in this section — all indexed in /sitemap.xml

Marketplace

46 pages

Pricing, packages, and commercial catalog

AWS-Compatible Roadmap
AWS-compatible packaging schemas and future AWS Marketplace roadmap. Current buying path is direct SOW scoping.
/marketplace/aws
Marketplace
The commercial catalog for AI security: assessments, SecEng products, packaged solutions, Academy training, integrations, and enterprise private offers.
/marketplace
Vendor Benchmarking
Private benchmark scoping for vendors, products, and model families.
/marketplace/vendor-benchmarking
Request a Private Offer
Request an enterprise private offer that bundles AI security products, services, training, and evidence work into one scoped engagement.
/marketplace/private-offers
AIPSA Academy Access — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for AIPSA Academy Access.
awsmarketplaceanalytics
/marketplace/aws/academy-access
AIPSA Certification Voucher — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for AIPSA Certification Voucher.
awsmarketplaceanalytics
/marketplace/aws/aipsa-certification-voucher
AIPSA Credential Renewal — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for AIPSA Credential Renewal.
awsmarketplaceanalytics
/marketplace/aws/aipsa-credential-renewal
AIPSA SCORM Training Package — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for AIPSA SCORM Training Package.
awsmarketplaceanalytics
/marketplace/aws/aipsa-scorm-training
Attack Domain Bundle — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for Attack Domain Bundle.
awsmarketplaceanalytics
/marketplace/aws/academy-bundle-attack
Complete Academy Bundle — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for Complete Academy Bundle.
awsmarketplaceanalytics
/marketplace/aws/academy-bundle-complete
Defend Domain Bundle — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for Defend Domain Bundle.
awsmarketplaceanalytics
/marketplace/aws/academy-bundle-defend
Evidence Domain Bundle — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for Evidence Domain Bundle.
awsmarketplaceanalytics
/marketplace/aws/academy-bundle-evidence
Individual Lab Access — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for Individual Lab Access.
awsmarketplaceanalytics
/marketplace/aws/academy-lab-access
Map Domain Bundle — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for Map Domain Bundle.
awsmarketplaceanalytics
/marketplace/aws/academy-bundle-map
SecEng Adversarial Range — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for SecEng Adversarial Range.
awsmarketplaceattack_range
/marketplace/aws/seceng-ai-attack-range
SecEng AI Security Program Jumpstart — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for SecEng AI Security Program Jumpstart.
awsmarketplaceprofessional_services
/marketplace/aws/seceng-program-jumpstart
SecEng Enterprise AI Security Buildout — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for SecEng Enterprise AI Security Buildout.
awsmarketplaceenterprise_buildout
/marketplace/aws/seceng-enterprise-buildout
SecEng Evidence Analytics — AWS-Compatible Roadmap
AWS-compatible marketplace packaging route for SecEng Evidence Analytics.
awsmarketplaceanalytics
/marketplace/aws/seceng-analytics-pack

+ 28 more in this section — all indexed in /sitemap.xml

Integrations

1 page

Platform and toolchain integrations

Integrations
Burp Suite, OWASP ZAP, Metasploit, Slack, Teams, Salesforce, Zendesk, ServiceNow, and 33 more platforms.
/defend/integrations

Products

16 pages

SecEng platform products

SecEng Workbench
AI security program, trust evidence, and remediation workbench
/products/seceng-workbench
SecEng Trust Scanner
AI and security claim scanner for customer-facing trust language
/products/seceng-trust-scanner
SecEng Adversarial Range
Deployable AI security lab for RAG, agents, telemetry, and evidence validation
/products/seceng-ai-attack-range
SecEng AI Security Program Jumpstart
Expert-led AI security program launch via direct SOW
/products/seceng-program-jumpstart
AIPSA Academy Access
Unlimited access to all 14 AIPSA Academy labs, reference desk, study cards, and exam prep materials
/products/academy-access
AIPSA Certification Voucher
Single-use proctored exam voucher for AIPSA Associate, Practitioner, Advanced, or Distinguished
/products/aipsa-certification-voucher
AIPSA Credential Renewal
Renew an expiring or expired AIPSA credential at any level for another 2 years
/products/aipsa-credential-renewal
AIPSA SCORM Training Package
LMS-compatible AI product security training — 16 hands-on labs, SCORM 2004, xAPI, and LTI 1.3
/products/aipsa-scorm-training
Attack Domain Bundle
All 5 Attack domain labs — Supply Chain, Memory Poisoning, Multimodal Injection, plus scanner labs
/products/academy-bundle-attack
Complete Academy Bundle
All 14 AIPSA Academy labs across Map, Attack, Defend, and Evidence
/products/academy-bundle-complete
Defend Domain Bundle
All 3 Defend domain labs — Output Safety, Agent Permissions, RAG Security
/products/academy-bundle-defend
Evidence Domain Bundle
All 4 Evidence domain runner labs — Governance, Logging & Forensics, Incident Response, RAG Data Leakage
/products/academy-bundle-evidence
Individual Lab Access
Single AIPSA Academy runner lab — scored completion, evidence export, and certificate
/products/academy-lab-access
Map Domain Bundle
All 2 Map domain runner labs — AI Inventory and AI Threat Modeling
/products/academy-bundle-map
SecEng Enterprise AI Security Buildout
Full-scope enterprise AI security program design, implementation, and enablement
/products/seceng-enterprise-buildout
SecEng Evidence Analytics
Evidence debt, high-risk claim, and AI security analytics for SIEM and BI platforms
/products/seceng-analytics-pack

Documentation

20 pages

Guides and reference material

Acquisition Scorecardauth-only
Conversation-ready acquisition posture with evidence-backed check status.
/portal/acquisition
Asset Mapauth-only
Inventory of the GTM/acquisition asset tree and portal-ready routes.
/portal/assets
Data Roomauth-only
Diligence room index and request list.
/portal/data-room
Diligence Roomauth-only
Current repo-grounded diligence snapshot for buyer and investor review.
/portal/diligence
Investor Disclosureauth-only
Public, gated, caveated, and internal disclosure boundary.
/portal/disclosure
Investor Portalauth-only
Authenticated diligence portal with live corpus metrics, proof dashboards, acquisition scorecards, and asset inventory.
/portal
IP Protectionsauth-only
Ownership, source, license, and confidentiality boundaries.
/portal/ip
Deltaauth-only
Refresh summary and content changes since the last portal sync.
/portal/delta
FAQauth-only
Quick answers for buyers, investors, and internal reviewers using the portal.
/portal/faq
Methodologyauth-only
How the investor portal is sourced, refreshed, labeled, and validated.
/portal/methodology
Policyauth-only
Access, sharing, and claim-posture policy for the portal.
/portal/policy
Proof Dashboardauth-only
Live proof metrics and current validation gaps.
/portal/proof
Rules of Engagementauth-only
Access, sharing, forwarding, and claim-use rules for the portal.
/portal/rules-of-engagement
Valuationauth-only
Transparent valuation framework with TBD financial inputs.
/portal/valuation
AI Product Management for Secure AI Features Printauth-only
Print-oriented manuscript for the AI Product Management for Secure AI Features course.
/academy/courses/ai-product-management-for-secure-ai-features/print
AI Red Teaming for Product Teams Printauth-only
Print-oriented manuscript for the AI Red Teaming for Product Teams course.
/academy/courses/ai-red-teaming-for-product-teams/print
AI Security for Sales Engineers Printauth-only
Print-oriented manuscript for the AI Security for Sales Engineers course.
/academy/courses/ai-security-for-sales-engineers/print
Hiring AI-Savvy Talent Without Unicorn Hunting Printauth-only
Print-oriented manuscript for the Hiring AI-Savvy Talent Without Unicorn Hunting course.
/academy/courses/hiring-ai-savvy-talent-without-unicorn-hunting/print

+ 2 more in this section — all indexed in /sitemap.xml

Auth

5 pages

Sign-in, workspace, and account access

Authauth-only
/authapp/(auth)/auth/page.tsx
Loginauth-only
/auth/loginapp/(auth)/auth/login/page.tsx
Reset Passwordauth-only
/auth/reset-passwordapp/(auth)/auth/reset-password/page.tsx
Workspace Createauth-only
/workspace-createapp/(auth)/workspace-create/page.tsx
Workspace Signinauth-only
/workspace-signinapp/(auth)/workspace-signin/page.tsx

More

76 pages

Additional pages and resources

AIPSA
AI Product Security Assessment route.
/aipsa
About aisecurity.llc
aisecurity.llc provides AI security engineering for teams shipping LLM apps, RAG systems, agents, copilots, and AI workflows.
/aboutapp/(public)/about/page.tsx
Ai Governance
/ai-governanceapp/(public)/ai-governance/page.tsx
AI Product Security in the Age of Mythos | aisecurity.llc
17-chapter executive and practitioner guide to AI product security in the era of AI-assisted attack. Covers weaponization acceleration, agent authority, prompt injection, RAG authorization, supply chain, and governance.
/mythos/2026app/(public)/mythos/2026/page.tsx
AI Security Engineering Field Guide 2026 — Practitioner Playbooks | aisecurity.llc
Applied practitioner playbooks for securing LLM applications, RAG systems, agents, AI workflows, model supply chains, MLOps platforms, and governance evidence.
/field-guide/2026app/(public)/field-guide/2026/page.tsx
AI Security Engineering Field Guide 2026 — Practitioner Playbooks | aisecurity.llc
Applied practitioner playbooks for securing LLM applications, RAG systems, agents, AI workflows, model supply chains, MLOps platforms, and governance evidence.
/field-guideapp/(public)/field-guide/page.tsx
AI Security Engineering Handbook 2026 — Study Companion
A structured study companion for AI security engineering practitioners, candidates, and teams covering foundations, roles, controls, evidence, assessment, and operating-model design.
/handbookapp/(public)/handbook/page.tsx
AI Security Engineering Handbook 2026 — Study Companion | aisecurity.llc
A structured study companion for AI security engineering practitioners, candidates, and teams covering foundations, roles, controls, evidence, assessment, and operating-model design.
/handbook/2026app/(public)/handbook/2026/page.tsx
AI Security Products | SecEng Workbench Instruments | aisecurity.llc
SecEng Workbench instruments used behind AI product security assessments, attack-path SAST, adversarial testing, hardening, buyer evidence, marketplace readiness, and governance program work.
/productsapp/(public)/products/page.tsx
AIPSA Flash Cards — Study Now | aisecurity.llc
150+ practitioner-level cards across all four M.A.D.E. pillars. Study free in-browser or buy the physical deck.
/study-cards/previewapp/(public)/study-cards/preview/page.tsx
Api
/apiapp/(public)/api/page.tsx
Books
Long-form research from The State of AI Security Engineering Report project.
/booksapp/(public)/books/page.tsx
Buy a Time Bank — ${siteConfig.name}
Pre-purchase expert security hours with no expiry. Use them for any service — red team, detection, governance, or advisory.
/engage/bookapp/(public)/engage/book/page.tsx
Charts
/chartsapp/(public)/charts/page.tsx
Citationsauth-only
/citationsapp/citations/page.tsx
Contracts
/contractsapp/(public)/contracts/page.tsx
Customer Data And Model Training
/ai-governance/customer-data-and-model-trainingapp/(public)/ai-governance/customer-data-and-model-training/page.tsx
Data
/dataapp/(public)/data/page.tsx

+ 58 more in this section — all indexed in /sitemap.xml

Pricing

1 page
Pricing
Direct consulting pricing bands for AI security assessments, adversarial testing, hardening, and evidence buildouts.
/pricing

Labs

1 page
SecEng Adversarial Range — Lab
Hands-on lab route for SecEng Adversarial Range.
/labs/seceng-ai-attack-range

Services

2 pages
SecEng AI Security Program Jumpstart — Service
Expert-led service route for SecEng AI Security Program Jumpstart.
/services/seceng-program-jumpstart
SecEng Enterprise AI Security Buildout — Service
Expert-led service route for SecEng Enterprise AI Security Buildout.
/services/seceng-enterprise-buildout

Generated June 15, 2026 · 1,046 total routes

/sitemap.xml/llms.txt/feed.xml