AI Product Security Engineer
AI Product Security Engineer helping SaaS teams unblock enterprise AI security reviews.
I turn AI product risk into buyer-ready answers, evidence packs, remediation backlogs, and security narratives sales, SE, product, legal, and engineering teams can actually use.
What I Deliver
What you walk away with
AI Risk Findings
Documented model, agent, RAG, data-flow, and product-security risks.
Threat & Trust Map
Trust boundaries, abuse paths, AI components, data flows, and exposed surfaces.
Architecture Proof
Diagrams and notes your engineering, security, and buyer-review teams can use.
Control Recommendations
Prioritized controls mapped to findings, feasibility, ownership, and impact.
Buyer-Ready Proof
Security posture artifacts for enterprise review, RFPs, questionnaires, and trust discussions.
Remediation Backlog
Engineering-ready work items with severity, owner, acceptance criteria, and retest notes.
How I Help
What I can scope for your team
AI Security Sales Enablement Sprint
90-120 MIN
Run the live workshop that turns recurring buyer questions into approved language, escalation rules, and a follow-up evidence checklist.
Workshop + Buyer-Ready Evidence Pack
5-10 BUSINESS DAYS
Turn the workshop output into a questionnaire answer bank, RFP snippets, boundary statements, trust-center copy, and a claim-readiness matrix.
AI Product Security Assessment
2-4 WEEKS
Review AI features, RAG, agents, data flows, logging, tenancy, and customer-facing product surfaces.
Agentic Workflow Security & Hardening
3-6 WEEKS
Lock down tool permissions, approval gates, human review, audit logs, and delegated actions.
AI Security Sales Academy / Workforce Enablement
2-6 WEEKS
Turn the approved answers into role-based training for sales, SE, product, legal, customer trust, and engineering teams.
Fractional AI Product Security Lead / Contract-to-Hire
ONGOING
Keep the function moving after the sprint with ongoing leadership, backlog triage, and hiring bridge support.
Selected proof
Selected projects from David Wolf's work
Confidential AI Automation Platform
Agentic Browser Security Assessment
A product-security assessment of browser trust boundaries, privileged pages, native bridges, script-injection persistence, credential surfaces, and native command dispatch.
Splunk
Splunk Product Security Program Buildout
Building a scalable, evidence-driven product security function for a global enterprise software platform.
Cornerstone OnDemand
Cornerstone FedRAMP Moderate ATO Security Controls
A control-architecture and evidence-readiness effort translating FedRAMP Moderate requirements into policy, standards, technical controls, operational procedures, and audit-ready proof.
Research & publications
Publications by David Wolf
Recent field notes
Recent AI security analysis by David Wolf
Public-safe editorial writing, technical analysis, and market-intelligence coverage.
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All articles
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