aisecurity.llc
AI Security Engineering Handbook
14-chapter AIPSA practitioner reference · 2026.
Handbook
The field guide sharpens judgment. The handbook builds the controls.
14 chapters, one per AIPSA domain
Each chapter covers the practitioner challenge, design decisions, implementation steps, deliverables, and common failure modes for one AIPSA domain — from AI system inventory through governance evidence and customer trust.
Implementation-first structure
Where the field guide sharpens judgment for the assessment, the handbook explains how to build the controls: architecture decisions, policy templates, testing requirements, and evidence artifacts.
112 implementation checklist items
Eight checklist items per chapter with related deliverables and failure modes mapped to each domain. Designed to produce artifacts, not just awareness.
Aligned to the assessment platform
Each chapter maps directly to an AIPSA domain — use it to close gaps a speed run surfaces, or to build capability before sitting the assessment.
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