Services
M.A.D.E. — MapAI Product Security Assessment
Full AI product security assessment for architecture, RAG, agents, and data boundaries
A 2–4 week review for teams that need architecture, trust-boundary, RAG, agent, application, and evidence coverage beyond a launch review.
Launching soon? Start with the launch review.
Need deeper architecture and product coverage? Start here. The AI Launch Security Review offers first findings in 5 business days for teams shipping in the next 30–60 days.
What you leave with
A prioritized risk map, engineering backlog, and evidence summary your team can use in the next sprint—not a generic AI risk register.
Best for
CISO, Head of Product Security, VP Engineering, AI Product Lead
Engagement model
assessment
Duration
2-4 weeks
Deliverables
5 deliverables
What it covers
System and trust-boundary map
Reproducible high-impact findings
Prioritized remediation backlog
Control and evidence gaps
Executive and engineering summaries
Use when
Shipping AI in the next 30–60 days?
Before launch, know whether your copilot, RAG system, agent, or AI workflow can leak data, follow hostile instructions, misuse tools, bypass approvals, or create evidence gaps your buyers will find first.
Offer
AI Launch Security Review
Timeline
First findings in 5 business days. Launch-ready review in 5–10 business days.
Supporting products
SecEng Threat Canvas
AI system mapping, trust boundaries, and threat-model structure.
SecEng Code Scanner
AI-native code attack paths and marketplace-readiness evidence.
SecEng Surface Scanner
AI vendor, SDK, runtime, and shadow-surface discovery.
SecEng RAG Test Harness
Retrieval-path mapping and authorization review support.
Related research
Related people
David Wolf
Builds operating models, controls, detection, and evidence layers for enterprise AI adoption.
Alex Eisen
Finds real AI attack paths through applied vulnerability research, adversarial testing, and incident-informed threat analysis.
Alex Karoulias
Engineering student at Athens Technical University, Class of 2027
Tim Kerimbekov
Related evidence
Related services
Start here
Scope this review through discovery, then translate the result into engineering work, buyer-ready evidence, or a follow-on engagement.
Canonical route: /services/ai-product-security-assessment