AI in GRC

Stakeholder ManagementGRC ArchitectureGRC Collector CardsCorsairGRC Market PulseGRC EngineeringAI in GRCGRC as a ProductCompliancePodcastVendor RoundtableRisk ManagementSystems ThinkingDeep-DiveGovernance
GRC EngineeringGRC Engineering
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⚙️ You Spent a Year Learning to Use AI for GRC. The Real Skill Is Assessing It.

⚙️ You Spent a Year Learning to Use AI for GRC. The Real Skill Is Assessing It.

The SOC 2 narratives, questionnaire answers and control docs crossing your desk are now written by AI, and built to pass, not to be true. Leaning on AI to check them erodes the judgment that would have caught them. Here is how to stay sharp!

Ayoub Fandi
Ayoub Fandi
GRC EngineeringGRC Engineering
+2+2
❤️ I just started at Lovable. 5 things I've been thinking about as I'm onboarding.

❤️ I just started at Lovable. 5 things I've been thinking about as I'm onboarding.

You're shipping from day one. The question is whether you understand what you're building into. Five things I focus on in parallel with the build, so I don't lock in the wrong decisions early.

Ayoub Fandi
Ayoub Fandi
GRC EngineeringGRC Engineering
+2+2
⚙️ Meet The GRC Companion: Your GRC Engineering AI Learning Buddy

⚙️ Meet The GRC Companion: Your GRC Engineering AI Learning Buddy

A free, open, learning-only AI companion that teaches GRC engineering through your real work, inside Claude Code, Cursor, Claude Projects, or Codex.

Ayoub Fandi
Ayoub Fandi
Stakeholder ManagementStakeholder Management
+3+3
⚙️ GRC Teams Are Getting More Capable Than Ever But The Shape Looks Different.

⚙️ GRC Teams Are Getting More Capable Than Ever But The Shape Looks Different.

Why the future GRC team looks more like a basketball team than a football team, what that means for ICs and managers, and how to position yourself for either path.

Ayoub Fandi
Ayoub Fandi
GRC EngineeringGRC Engineering
+2+2
⚙️ Your Certification Covers 100%. Your Auditor Checked 0.07%.

⚙️ Your Certification Covers 100%. Your Auditor Checked 0.07%.

The math behind compliance assurance does not work the way you think it does. Why moving at agentic speed means rebuilding the primitives of what GRC Engineering has to cover.

Ayoub Fandi
Ayoub Fandi
GRC ArchitectureGRC Architecture
+2+2
⚙️ Engineer Your GRC Process Before You Automate It

⚙️ Engineer Your GRC Process Before You Automate It

Most GRC teams automate broken workflows and wonder why outputs stay broken. GRC Engineering starts with process design, not tools.

Ayoub Fandi
Ayoub Fandi
AI in GRCAI in GRC
+1+1
🤖 3 Basic Things Killing Your AI Usage for GRC

🤖 3 Basic Things Killing Your AI Usage for GRC

Your AI outputs are mediocre. You're making 3 basic mistakes. Fix your prompts, add context, use system instructions. Copy-paste templates included.

Ayoub Fandi
Ayoub Fandi
AI in GRCAI in GRC
⚙️ GRC's AI Dilemma: Strong Workflow, Dumb AI vs Dumb Workflow, Strong AI

⚙️ GRC's AI Dilemma: Strong Workflow, Dumb AI vs Dumb Workflow, Strong AI

Why GRC teams are optimising the wrong variable in AI adoption, and what the GRC Engineering approach to workflow discipline means for stakeholder trust and automation ROI

Ayoub Fandi
Ayoub Fandi
AI in GRCAI in GRC
⚙️ Vibe Coding for GRC Engineering: A Practitioner's Guide

⚙️ Vibe Coding for GRC Engineering: A Practitioner's Guide

Master context engineering to generate custom GRC solutions for your actual environment and understand the 3 main use-cases for Vibe Coding in GRC

Ayoub Fandi
Ayoub Fandi