David Wolf · Portfolio Use Case
A compact, action-oriented field guide for AI security engineering practitioners working in fast-moving environments.
The AI Security Engineering Field Guide is a compact, action-oriented companion for practitioners who need direct guidance — not long-form reference. It covers rapid threat assessment, control prioritization, AI system review, and communication with non-security stakeholders.
Client
aisecurity.llc
Engagement Type
product
Period
2026
Role
Author, editor, practitioner guide architect
Focus Areas
Rapid AI threat assessment, Control prioritization in constrained environments, AI system design review
The Context
The Field Guide is a companion to the competency assessment. It gives practitioners a way to move from a score to a study plan and from a study plan to evidence.
The Challenge
AI security work often needs a fast reference that can fit inside a design review, incident call, or sprint without losing technical rigor.
What I Did
The Outcome
The result is a compact, public-safe practitioner asset that supports consulting, hiring, training, and assessment work.
Around
Practitioner workflows: threat assessment, control review, stakeholder communication
As
A companion to the AI Security Engineer's Handbook and annual Report
Key Deliverables
Client
aisecurity.llc
Engagement Type
product
Period
2026
Role
Author, editor, practitioner guide architect
Focus Areas
Rapid AI threat assessment, Control prioritization in constrained environments, AI system design review
The Context
The Field Guide is a companion to the competency assessment. It gives practitioners a way to move from a score to a study plan and from a study plan to evidence.
The Challenge
AI security work often needs a fast reference that can fit inside a design review, incident call, or sprint without losing technical rigor.
What I Did
The Outcome
The result is a compact, public-safe practitioner asset that supports consulting, hiring, training, and assessment work.
Around
Practitioner workflows: threat assessment, control review, stakeholder communication
As
A companion to the AI Security Engineer's Handbook and annual Report
Key Deliverables
At a Glance
Focus Areas
Tools & Technologies
Evidence & Artifacts
Public-Safe Caveat
Based on analyzed public signals and original research. Not proof of any individual's or company's internal state.
David Wolf
AI Security · Product Security · Security Leadership
Based on analyzed public signals, not proof of any individual's or company's internal state.
