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AI Security Maturity Benchmark

A fast diagnostic for teams that do not know where to start.

A lower-friction first paid artifact that benchmarks AI security maturity across product, engineering, governance, controls, evidence, and ownership, then routes into the right follow-on service.

What you achieve

A scored maturity baseline with a prioritized 30/60/90 roadmap your program can execute.

Primary output

AI Security Maturity Scorecard

Markdown

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Best for

CISO, CTO, Security Program Lead, AI Governance Lead

Engagement model

diagnostic

Duration

1-3 weeks

Deliverables

5 deliverables

What it covers

AI security maturity scorecard across product, engineering, governance, and evidence

Control coverage snapshot, gap heatmap, and priority findings

30/60/90 roadmap for the next paid engagement or program push

Buyer, board, or executive summary with careful claim language

Use when

We do not know where to start.We need a current-state maturity view.We need a 30/60/90 roadmap before funding a larger program.

Supporting products

AI Security Scorecard

Fast benchmark route for maturity and next-step scoping.

Program Blueprint Kit

Backlog and evidence requirements for program buildout.

Evidence Library

Sample artifacts that show the expected output shape.

Related research

The Evidence Gap

Why governance needs engineering evidence.

AI Security Engineering Handbook

Reference model for program domains and controls.

Related people

David Wolf

Builds operating models, controls, detection, and evidence layers for enterprise AI adoption.

Alex Eisen

Leads vulnerability research, incident response, product security, and AI risk management work.

James Traynor

Alon Braun

Related evidence

The State of AI Security Engineering Report 2026

AI Security LLC

AI Governance Controls with Garak, NeMo Guardrails, Presidio & Promptfoo

Confidential AI Governance Program

Splunk Product Security Program Buildout

Splunk

Related services

map

AI Product Security Assessment

A documented AI risk surface your engineering team can act on in the next sprint.

evidence

AI Security Sales Enablement

Enterprise buyers unblocked — evidence pack and FAQ ready before the next deal stalls.

Start here

Scope this review through discovery, then translate the result into engineering work, buyer-ready evidence, or a follow-on engagement.

Take the Benchmark

Canonical route: /services/ai-security-maturity-benchmark