AI Risk & Governance

The question isn't whether you use AI. It's whether you can defend how.

Novareck AI builds the governance structures that let organisations adopt AI with confidence, and prove it to regulators, auditors, boards and clients.

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Unmanaged risk ⟶ Governed capability

Small enough to care. Rigorous enough to audit.

What we do

Helping organisations adopt AI they can actually stand behind.

Novareck AI turns AI ambition into governed capability. We map what is already running in your organisation, build the framework and policy that should sit underneath it, train the people who have to live with it, and where you are ready, help you build what comes next.

The outcome is not a document that sits on a shelf. It is an organisation that can answer the hard question about AI, from a regulator, an auditor, a board, or a client, without scrambling.

01

Governance & AssuranceAudit-ready by design

The framework, policy, usage guidelines, and risk assessment process that sit behind every AI adoption decision you make. Built to hold up under internal audit, external audit, regulatory review and client due diligence.

  • AI governance framework tailored to your sector and risk appetite
  • AI policy and practical usage guidelines for tools already in play
  • Repeatable risk assessment process for new tools, features and use cases
  • Tool rationalisation: what to keep, consolidate or retire, and why
02

Capability & TrainingModular, not off the shelf

Training built around your organisation, not a fixed syllabus. We start from a foundation session on the governance landscape and your current baseline, then select the remaining content with you against your maturity, your sector and the gaps that actually matter.

  • Format, depth and duration set by your needs, not a template
  • Electives spanning agent design, prompt craft, responsible use, best practice
  • Structural modules: AI Centre of Excellence, internal champions programme
  • Executive briefings for boards, partners and leadership teams
03

Build & AutomateDelivered with our partner network

For organisations ready to move from policy into production. Agents and automated workflows designed inside the governance framework built in pillar one, so what you ship is defensible from day one.

  • Custom AI agent design, build and deployment
  • Workflow automation across your existing systems
  • Integration with the tools, data and platforms you already run
  • Prototypes and proofs of concept before committing real budget

Alongside the three pillars we also take on general software and digital work: custom software, mobile apps, websites, and SEO including how your organisation appears in AI search. Not what we lead with, but available if you would rather not manage another supplier.

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Our approach

No formula works twice.

A forty-person law firm and a four-thousand-person agency share almost nothing: not their risk profile, not their regulatory exposure, not their appetite, not their culture. We have never delivered the same engagement twice, and we would not want to.

Start from exposure

We map your actual risk, not a generic one

Before we write a single policy, we understand what AI is already in use across your organisation, who is using it, on what data, and where that leaves you exposed. The framework follows the findings.

Work with what you run

We build around your existing stack

You have already invested in tools, systems and ways of working. We govern what is in front of us rather than proposing a rebuild, and we will tell you plainly where you are paying for capability you do not need.

Leave you standing

We design ourselves out of the picture

The goal is an organisation that governs its own AI without us. Every framework comes with the training, documentation and internal capability to run it. And we stay reachable afterwards, because governance questions do not stop when an engagement does.

How an engagement runs

Sixty to ninety days, and then some.

Most governance engagements run sixty to ninety days and follow this shape. The depth of each phase changes with your size and maturity; the sequence rarely does. What does not end at day ninety is the relationship.

I

Discovery and exposure mapping

We find what AI is actually running in your organisation, including the tools nobody formally approved. We look at who uses what, on which data, and under what assumptions. You get a plain reading of where you currently stand.

II

Framework and policy design

We draft the governance framework, the AI policy, and the usage guidelines for the tools you keep. Everything maps to recognised standards so your auditors are reading a language they already know.

III

Risk assessment process

We build the repeatable process your teams will use every time someone wants to adopt a new AI tool or feature. Not a one-off assessment, a mechanism you keep running.

IV

Enablement and training

Policies fail when nobody understands them. We train the people who have to operate under the framework, and where it fits, help you stand up an internal Centre of Excellence or champions network.

V

Handover and evidence pack

You finish with the documentation, the process, and the internal capability to run it yourselves. Including the evidence trail an auditor will ask for.

VI

And after that

Handover is not the end of the relationship. Regulations shift, new tools land, and a question comes up that the framework did not anticipate. We stay available to our clients beyond the engagement, and we would rather you called than guessed.

Where we work

Built for organisations that are already accountable.

Our work concentrates where the consequences of getting AI wrong are highest: regulated environments with real oversight, real scrutiny, and real obligations to the people they serve.

Legal

Firms balancing professional conduct obligations, privileged client data, and rising client scrutiny of how AI touches their matters.

Defence

Environments where classification, supply chain assurance and sovereign data requirements sit above every technology decision.

Public Sector

Agencies and utilities accountable to ministers, ombudsmen and the public, where transparency is not optional.

Regulated Industry

Financial services, healthcare, energy and water, where a regulator is always one question away from asking how the model decided.

Standards we work to

Aligned to the frameworks your auditors already know.

We do not invent a proprietary methodology and ask you to trust it. Everything we build maps to the international standards and instruments that regulators, auditors and enterprise procurement teams recognise.

ISO/IEC 42001

AI Management Systems

The international standard for establishing and running an AI management system. The backbone of most governance frameworks we build.

ISO/IEC 23894

AI Risk Management

Guidance on managing risk across the AI lifecycle. Shapes how we structure assessments and ongoing monitoring.

NIST AI RMF

AI Risk Management Framework

The US framework built around govern, map, measure and manage. Widely used as a practical operating model.

European Union

EU AI Act

The first comprehensive AI law. Its risk tiering increasingly sets the global baseline, including for organisations outside Europe.

UNESCO · United Nations

Recommendation on AI Ethics

The UN system's global instrument on AI ethics, adopted by member states. Anchors the ethical layer of our frameworks.

OECD · Australia

AI Principles & Ethics Framework

The OECD AI Principles alongside Australia's own AI Ethics Principles, for organisations answering to domestic expectations.

Novareck AI is an independent consultancy. We align our methodology to these standards and instruments. We are not a certification body, and reference to any standard or organisation does not indicate endorsement, accreditation or affiliation.

Insights

Notes from the governance frontline.

Governance

What an auditor actually asks about your AI

The questions that come up in practice, and the evidence you need ready before they do.

Read → Standards

ISO 42001 without the consultant-speak

What the standard actually requires, what it does not, and where smaller organisations get stuck.

Read → Practice

Shadow AI is already in your organisation

Why the first step in any governance programme is finding out what people are already doing.

Read →
All insights→

Governance notes, occasionally.

Short, practical updates on AI governance, standards movement and what is actually changing for Australian organisations. No volume, no filler.

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Start here

Let's talk about where you actually stand.

A twenty minute call, no pitch deck. We will ask what AI is already running in your organisation and tell you honestly whether we can help. If we cannot, we will say so.

Book a call→ info@novareck.com