Data Defenders LLC — Protecting Your Most Valuable Business Asset

Resources

Take Something Useful Either Way

Reference material and diagnostic frameworks — free, no signup. Use them whether or not you ever engage us.

Free tools & snapshots

Interactive · Free · No signup

AI Readiness Snapshots

Fast, targeted snapshots — NIST AI RMF, EU AI Act, ISO/IEC 42001, 600-1 GenAI stacks, and measurement. On-screen results plus a PDF to take away.

Browse all snapshots →

Reference documents

Reference guide

Top 10 AI Engine SWOT Analysis

Strengths, weaknesses, opportunities, and threats across today's leading AI platforms — so you know what you're choosing before you standardize on it. Current as of March 2026.

Decision framework

Build vs. Buy vs. Partner

The most consequential AI decision you will make, structured as gates with evidence thresholds rather than a vendor bake-off. Includes a geopolitical vendor risk matrix and a facilitated worksheet.

Methodology

Assessment Methodology & Maturity Model

What each maturity level means, how questions are authored against named controls, and how findings and severity tiers are produced — the technical overview for anyone who has to defend the choice internally.

PDF

Sample deliverable

Sample Reports

Real assessment, fictional company. Choose from NIST AI RMF (Full), NIST AI RMF 600, EU AI Act, or ISO/IEC 42001 sample reports. Executive summary, domain scores, alignment analysis, findings by severity, and full remediation register.

Comparison

NIST AI RMF vs. NIST AI 600-1

Two related NIST publications, two different jobs. Which one you need, and why one doesn't replace the other. Also on the No Hallucinations blog.

More resources publish here as the compendium grows.

Tied to real enforcement milestones and observed patterns. Follow the blog →

Want Something We Haven't Published?

Let us know— we'll see what we can do.

Send a resource request

©2026 Data Defenders, LLC · Home · Privacy · FAQ

AI Governance · Fractional CISO · Cyber Programs · GRC