
Continuous Control Monitoring: From Annual Audits to Real-Time Assurance
Point-in-time audits tell you a control worked on the day it was tested. Continuous control monitoring tells you whether it is working now.
As AI moves into core business processes, boards and regulators want proof it is governed. ISO/IEC 42001 offers a certifiable framework — here is how to approach it.

ISO/IEC 42001:2023 specifies requirements for establishing, implementing, maintaining and continually improving an AI management system (AIMS). It applies to organizations that develop, provide or use AI systems, and it is certifiable by accredited bodies.
Both standards share the harmonised management-system structure, so policies, risk methodology, internal audit and management review can be integrated. Many organizations extend their existing ISMS rather than building a separate system.
SDAIA has published AI ethics principles and guidance, and PDPL governs personal data used to train or operate AI. Sector regulators are increasingly asking how AI decisions are governed. An ISO 42001-aligned framework gives a structured way to demonstrate responsible AI.
| Phase | Duration |
|---|---|
| Inventory and gap assessment | 4–6 weeks |
| Policy, roles and risk method | 6–8 weeks |
| Controls and impact assessments | 2–4 months |
| Internal audit and certification readiness | 1–2 months |
Next step: NAZZTEC AI GRC includes privacy and AI governance modules; our GRC consultants can run an AI governance gap assessment.

Point-in-time audits tell you a control worked on the day it was tested. Continuous control monitoring tells you whether it is working now.

Your suppliers hold your data, run your systems and connect to your network. A proportionate, risk-tiered approach to third-party risk that does not drown procurement in questionnaires.

A risk register filled with vague one-line entries helps nobody. How to write clear risk statements, score them consistently and turn the register into a decision tool.
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