Start with the pressure: sales, launch, abuse, agents, data, or guardrails
Products / SecEng Workbench
SecEng Workbench instruments used behind AI product security assessments, adversarial testing, hardening, buyer evidence, and governance program work. Services are paid consulting engagements; products are the delivery engine.
Map
Identify AI systems, data flows, trust boundaries, abuse-path hypotheses, and evidence gaps before deeper testing.
Used by services
AI Product Security Assessment, AI Security Maturity Benchmark
Helps produce
AI Security Discovery / Intake Pack, AI Architecture Review, AI Control Gap Assessment
Find AI vendors, SDKs, widgets, runtime signals, shadow AI, and exposed routes, model touchpoints, scripts, forms, and AI-adjacent attack surface.
Used by services
AI Product Security Assessment, AI Security Maturity Benchmark
Helps produce
AI System Inventory / Application Register, AI Control Gap Assessment
Runs in your browser. Keeps inputs local. Produces a practical risk, control, and evidence gap view — the public product-led entry point to AI security assessment.
Used by services
AI Security Maturity Benchmark, AI Governance & Security Program Build
Helps produce
AI Security Maturity Scorecard, AI Control Gap Assessment, AI Security Remediation Roadmap
Attack
Map what agents can read, write, send, execute, approve, and trigger across connected systems. Score blast radius and flag dangerous compositions.
Used by services
Agentic Workflow Abuse Review, Agentic Workflow Security & Hardening
Helps produce
Agent Tool Inventory / Tool BOM, Agent Tool Permission Matrix, Agent Abuse Scenario Register
Test retrieval authorization, XPIA (indirect prompt injection), RAG poisoning, stale permissions, source provenance, context leakage, and tool-context abuse.
Used by services
AI Product Security Assessment, AI Red Team & Adversarial Testing, AI Guardrails & Evals Review
Helps produce
RAG Authorization Review, RAG & XPIA Security Test Plan, AI Red-Team Findings Register
Run reproducible adversarial scenarios for prompts, RAG, agents, tools, policy bypass, and model misuse.
Used by services
AI Red Team & Adversarial Testing, Agentic Workflow Abuse Review
Helps produce
AI Red-Team Scope Document, AI Red-Team Findings Register, AI Red Team Assessment Executive Summary
Analyze artifacts for capability, authority, provenance, and evidence signals during adversarial review.
Used by services
AI Red Team & Adversarial Testing, Agentic Workflow Abuse Review
Helps produce
AI Red-Team Findings Register, AI Red-Team Remediation Roadmap
Defend
Capture AI runtime traces, replay behavior for adversarial testing, and export redacted evidence packs for policy observations and audit.
Used by services
Agentic Workflow Security & Hardening, AI Guardrails & Evals Review, AI Security Sales Enablement
Helps produce
AI Release Gate Checklist, AI Security Remediation Roadmap, Enterprise AI Security Evidence Pack
Turn controls, owners, release gates, evidence requirements, and remediation into tool-native program work.
Used by services
AI Governance & Security Program Build, AI Guardrails & Evals Review
Helps produce
Control Ownership Matrix, Evidence Lifecycle Plan, Program Roadmap
Evidence
A public-safe control mapping engine for translating AI security work into buyer, auditor, and governance language. Maps to OWASP, NIST AI RMF, MITRE ATLAS, ISO 42001, SOC 2, and EU AI Act.
Used by services
AI Security Sales Enablement, AI Governance & Security Program Build
Helps produce
AI Governance Evidence Matrix, AI Control Mapping Summary, Framework Crosswalk
Review customer-facing AI and security claims for unsupported promises, evidence gaps, and safer caveated wording.
Used by services
AI Security Sales Enablement, AI Governance & Security Program Build
Helps produce
Publication & Claim-Readiness Matrix, AI Buyer FAQ, Enterprise AI Security Questionnaire Answer Bank
Control mappings, buyer artifacts, residual-risk notes, and remediation records — reusable across questionnaires, RFPs, trust centers, and board review.
Used by services
AI Security Sales Enablement, AI Governance & Security Program Build
Helps produce
Enterprise AI Security Evidence Pack, AI Governance Evidence Matrix, Model Provider Boundary Statement
