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Insights around Applied AI, AI Governance, AI Security and everything around it

Field notes and opinions on Applied AI, AI governance, cybersecurity and risk management

Practitioners Corner is where reconn shares field notes and opinions from hands-on work in Applied AI, AI governance, cybersecurity and risk management. Posts are written by the founder of reconn, who implements and teaches these standards, and they cite official sources for facts.

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What this blog covers

Four themes run through the posts. Each links to the official text or to the course that goes deeper, so you can check the facts.

Applied AI

Opinions and lessons from putting AI to work in real organizations: what works, what stalls and what leaders should ask before they scale.

AI governance

Field notes on running AI governance day to day, from ownership and controls to where ISO/IEC 42001 programs tend to stall.

Cybersecurity

Lessons from implementing and auditing security management systems, including the practical gaps between ISO/IEC 27001 and real organizations.

Risk management

A practitioner's view on making risk management useful, built on ISO 31000 principles and the process used in real decisions.

All Practitioners Corner articles

Every post in this blog, newest first.

Nov 02, 2026
Nov 02, 2026

Practitioners Corner questions, answered

What is Practitioners Corner?

Practitioners Corner is the reconn blog for field notes and opinions from hands-on work. It covers Applied AI, AI governance, cybersecurity and risk management, and how standards such as ISO/IEC 42001, ISO/IEC 27001 and ISO 31000 work in real organizations.

Who writes Practitioners Corner?

Shenoy, founder of reconn, writes it. He is a PECB Certified Trainer, a Certified Artificial Intelligence Professional (CAIP) and holds the ISO/IEC 42001 Senior Lead Implementer credential. Facts cite standards bodies, regulators and governments.

Are the posts legal or audit advice?

No. Opinions in the posts are the author's own practitioner views, and facts point to official sources. They are not legal, regulatory or audit advice. Check the official text of any standard or law, and ask a qualified adviser about your own situation.

Which PECB course fits my role?

ISO/IEC 42001 Lead Implementer suits people who build an AI management system, and ISO/IEC 27001 Lead Implementer suits security teams. ISO 31000 Lead Risk Manager suits risk owners. PECB Certified AI Professional covers AI foundations. PECB sets and proctors every exam.

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ISO/IEC 42001 Lead Implementer

Learn to plan, build and run an AI management system. eLearning with a 1-hour 1-on-1 session with a PECB Certified Trainer.

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ISO/IEC 42001 Lead Auditor

Learn to audit an AI management system against ISO/IEC 42001. eLearning with a 1-hour 1-on-1 session with a PECB Certified Trainer.

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ISO/IEC 27001 Lead Implementer

Learn to implement an information security management system. eLearning with a 1-hour 1-on-1 session with a PECB Certified Trainer.

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ISO/IEC 27001 Lead Auditor

Learn to audit an information security management system against ISO/IEC 27001. eLearning with a 1-hour 1-on-1 session with a PECB Certified Trainer.

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