A private practice — est. 2026

Governance that people actually follow.

AI governance and the enablement programs that are designed together, to work, by one practitioner.

written & built
by one person
+ Claude
Opus 4.7
with
purpose
governance enablement THE PRACTICE the seam between fig. i
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I. The Practice

One practitioner. Two disciplines.

Held together on purpose, because the seam between them is where AI governance actually lives.

Most governance consultants write the policy. Most L&D professionals design the training. I do both because a policy no one understands or feels, doesn't govern anything.

Responsible AI frameworks aligned to Australia's 8 AI Ethics Principles, the NIST AI RMF, ISO 42001, and where relevant, the EU AI Act. Paired with the learning design to make every one of them stick.

One engagement. Two deliverables that were always meant to go together.

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II. Services

The services, plainly stated.

Six lines of work. Offered individually, or combined into a single integrated engagement.

Flagshipi.

Responsible AI Governance Frameworks

Policies aligned to Australia's 8 AI Ethics Principles, NIST AI RMF, ISO 42001, and the EU AI Act.

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Programii.

AI Literacy & Upskilling Programs

Learning that builds genuine capability, grounded in how people actually change behaviour.

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Buildiii.

Learning Design & eLearning Builds

End-to-end instructional design and production. WCAG-accessible content for regulated industries.

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See all six services →
A policy no one understands nor feels doesn't govern anything. Training without a framework behind it just teaches people to be confidently wrong.
Yana Grevtseva · Principal
III. The Doctrine

Principled. Practical. Measurable.

Four operating principles. Stated simply, applied consistently.

Understand the real risk first

Before writing a policy or designing a module, map what's actually at stake. Governance that starts with a template usually ends on a shelf.

Design for behaviour, not boxes

Instructional design thinking means frameworks are built with adoption in mind from day one.

Align to regulatory expectation

Frameworks align to Australia's AI Ethics Principles, NIST AI RMF, ISO 42001, and the EU AI Act.

Measure what actually matters

Completion rates, error reduction, policy adherence, measurement built in from the start.

IV. Insights

Recent dispatches.

Practical thinking on AI governance and the human side of technology adoption.

policy people
Responsible AI7 min

Why Most AI Governance Frameworks Fail Before They're Even Implemented

ISO 42001 NIST AI RMF EU AI ACT AU ETHICS
ISO & RegulationComing soon

What ISO 42001 Actually Requires, and What It Doesn't

AI LiteracyComing soon

The AI Literacy Gap Is a Governance Problem in Disguise

See all insights →
Work with me

Ready to build something that holds up?

Begin a conversation
Email
hello@principledaiadvisory.com.au
LinkedIn
linkedin.com/in/yanagrevtseva
Based in
Mornington · Victoria