AssurAI Insights

AI in GRC — Practical Insights
for Audit & Compliance Teams

Deep dives from 28 years in Big 4 GRC on how AI is transforming internal audit, SOX compliance, and risk management — no fluff, just what works.

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Featured Article
How AI is Transforming SOX Compliance in 2024 — and What Audit Teams Must Do Now
SOX AI Thought Leadership
How AI is Transforming SOX Compliance in 2024 — and What Audit Teams Must Do Now
After 28 years watching internal audit adapt to every regulatory shift — Sarbanes-Oxley, PCAOB AS 2201, COSO 2013 — the AI transition is categorically different. It compresses what used to take weeks into hours, makes the invisible visible in real time, and forces a fundamental rethink of what "testing" even means. Here's what every CAE and SOX Director needs to understand right now.
SK
Shakeel Hussain Khan
June 2026 · 9 min read
302 Certifications
SOXInternal Audit
The 302 Certification Chain: Making Sub-Certifications Mean Something
The CEO and CFO sign the 302 certification, but they do not close the books, run the controls, or review every disclosure alone. How to build a sub-certification chain where each signer certifies only what they can actually know — and raises exceptions while there is still time to act on them.
November 3, 2026 6 min
Continuous Monitoring
SOXInternal Audit
Continuous Controls Monitoring: From Quarterly Surprises to Daily Signals
Quarterly testing tells you a control failed long after the failure did its damage. How to move the right controls to daily signals — defining exceptions clearly, routing them to owners, and keeping human judgment in charge of the conclusion.
October 27, 2026 6 min
SOX Scoping
SOXInternal Audit
SOX Scoping Done Right: Materiality, FSLIs, and the Accounts That Actually Matter
Scoping is the first audit judgment — and the one every later test inherits. How to set materiality honestly, work through the FSLIs, and scope in the accounts where a misstatement could actually happen.
October 20, 2026 6 min
Evidence & PBC
SOXInternal Audit
Evidence Is the Audit: Why PBC Collection Decides Your Timeline
No conclusion exists until the evidence underneath it does. Why vague requests, partial drops, and slow review — not testing — are what actually decide your audit timeline.
October 14, 2026 6 min
Deterministic AI
SOXAI
Why Deterministic AI Is the Only Acceptable Standard for SOX Audit
When every MRC evaluation must be reproducible and defensible to a PCAOB inspector, temperature=0 isn’t a preference — it’s a requirement.
June 20, 2026 7 min
Internal Audit
AIInternal Audit
How AI Is Transforming Internal Audit — And Why Most Teams Are Still Stuck in 2005
After 25 years in Big 4 GRC, I watched brilliant audit professionals spending 70–80% of their time on copy-paste and documentation.
May 28, 2026 8 min
SOX Compliance
SOXCompliance
Legacy GRC vs AssurAI — An Honest Comparison
After evaluating leading GRC platforms, here's a frank breakdown of what each does well and where the critical gaps are for modern audit teams.
May 29, 2026 6 min
Risk & ERM
SOXRisk
How to Build a SOX RCM in 10 Minutes Using AI
A step-by-step walkthrough of generating a fully structured Risk and Control Matrix for any business process using AI prompts.
June 2, 2026 5 min
Continuous Monitoring
RiskInternal Audit
Why the Annual Audit Cycle Is Broken — And What Replaces It
Annual testing gives you a snapshot of one day. Continuous monitoring gives you visibility every day. Here's how to make the shift.
June 5, 2026 7 min
ITGC
ITGCSOX
ITGC Testing at Scale: What AI Changes About Access, Change, and Operations Controls
Population-level access reviews, automated change evidence extraction, and intelligent ops control testing — here's what's now possible.
June 8, 2026 9 min
PCAOB
ComplianceRisk
PCAOB AS 2201: What the New Guidance Means for AI-Assisted Audits
Auditors using AI tools need to understand precisely where AS 2201 draws the line — and how to document AI-generated conclusions defensibly.
June 12, 2026 8 min
CAE Strategy
AIInternal Audit
The CAE's Guide to Deploying AI Without Losing Auditor Judgment
AI can draft the workpaper, but the auditor must own the conclusion. Here's the governance model that keeps both in balance.
June 15, 2026 6 min
ERM
RiskCompliance
Enterprise Risk Management in the Age of Real-Time Data
Static risk registers updated quarterly can't keep pace with a business that changes daily. Here's how continuous ERM actually works.
June 18, 2026 7 min
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