AI Governance Advisory

Governance that enables
your AI ambition

Get the foundations right. Adapt them to your organisation. Scale your AI ambition.

NovumAI helps senior leaders build AI governance that travels with their organisation — practical, proportionate, and designed to accelerate AI adoption rather than constrain it.

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25
Years delivering data governance and transformation
88%
Of organisations now use AI in at least one function*
66%
Of board directors report limited AI knowledge*
3
Framework layers: Foundation · Adaptive · Scale

* McKinsey State of AI, 2025

Most frameworks are built to restrict AI.
Ours is built to advance it.

"Get the foundations right. Adapt them to your organisation. Scale your AI ambition."

The NovumAI AI Governance Framework is built with direct reference to NIST AI RMF, ISO/IEC 42001, and the EU AI Act — and goes further. It addresses the gap those standards leave open: how do organisations build governance that enables experimentation rather than constraining it?

01
Foundation

The five non-negotiable governance requirements every organisation must establish — regardless of size, sector, or stage of AI adoption. The mandatory baseline upon which everything else is built.

Explore the Foundation layer →
02
Adaptive

Governance calibrated to your organisation's specific context, risk profile, and existing governance maturity. Designed for organisations extending existing frameworks and those establishing governance for the first time.

Explore the Adaptive layer →
03
Scale

The capability that transforms governance from a control function into a competitive asset. The element of this framework that exists in no major published standard — built to advance your AI ambition.

Explore the Scale layer →

Governance that travels with your organisation

The organisations generating measurable commercial value from AI are not those that moved fastest without structure. They are those that built the confidence to move consistently — and that confidence comes from governance, not despite it.

The NovumAI AI Governance Framework is built on a single governing idea: governance is not a handbrake on AI adoption. It is the mechanism by which organisations move further, faster, and with greater confidence than competitors still navigating uncertainty.

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The problem
Adoption has outpaced governance

88% of organisations use AI in at least one function. Fewer than a third have scaled AI enterprise-wide. The gap between adoption and governance is the defining structural challenge of this period.

The gap
Existing frameworks assume the wrong starting point

NIST, ISO 42001, and the EU AI Act are designed for organisations with established governance infrastructure. Most organisations experimenting with AI today are not there yet.

The NovumAI answer
Foundation · Adaptive · Scale

A governance framework designed to travel with your organisation — from first principles to competitive advantage — proportionate at every stage of your AI journey.

Where does your organisation sit today?

Stage 1
Discovering

AI adoption is active but ahead of governance. Exploring the business potential of AI — how it can automate, accelerate, and create new opportunities. The primary task is establishing foundations without constraining experimentation.

Stage 2
Building

Core governance foundations are in place. Accountability is assigned, basic policies exist, and leadership has a working understanding of the organisation's AI risk position. The primary task is deepening the governance architecture.

Stage 3
Embedding

Governance is active, not passive. Frameworks are in use, not filed. Leaders can articulate the organisation's AI risk position with confidence. The primary task is ensuring governance evolves at the pace of AI capability and regulation.

Stage 4
Distinguished

Governance is a competitive asset. Used as a differentiator with clients, investors, and regulators. Board oversight is informed and active. The primary task is sustaining leadership and translating governance maturity into measurable commercial advantage.

Understand your AI governance position in 10 minutes

The NovumAI AI Readiness Assessment benchmarks your organisation across five governance dimensions and places you on the Governance Maturity Scale. You receive a scored result with tailored priority actions — immediately, and free.

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Red — Discovering stage
Significant governance gaps. Priority: establish the Foundation layer immediately.
Amber — Building stage
Foundations in place. Priority: complete the Adaptive layer and close identified gaps.
Green — Embedding or Distinguished
Strong governance posture. Priority: activate the Scale layer and use governance as competitive advantage.

Three ways to work with NovumAI

Starting point
AI Readiness Assessment & Starter Toolkit

Benchmark your governance position across five dimensions. Receive a scored RAG result with tailored actions and a ready-to-deploy starter toolkit matched to your maturity stage.

Core programme
Governance Foundation Programme

A structured engagement to implement the NovumAI AI Governance Framework within your organisation — Foundation layer, Adaptive architecture, and Scale capability development.

Ongoing partnership
Leadership & Board Advisory

Monthly advisory retainer for senior leaders and boards — AI risk briefings, governance reviews, regulatory horizon scanning, and on-demand counsel as the AI landscape evolves.

Foundation.
Adaptive.
Scale.

The NovumAI AI Governance Framework is a three-layer governance architecture designed to travel with your organisation — from establishing first principles to using governance as a competitive differentiator. Built with direct reference to NIST AI RMF, ISO/IEC 42001, and the EU AI Act, and designed to address the gap those standards leave open.

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"Get the foundations right. Adapt them to your organisation. Scale your AI ambition."

Layer 01
Foundation

The five mandatory governance requirements every organisation must establish. Named Ownership, Data Boundaries, Transparent AI Use, Escalation Path, and Evaluation Cycle. Universal. Non-negotiable. The starting point for everything that follows.

Layer 02
Adaptive

Governance calibrated to your specific context. Five domains — Use Case Governance, Risk Calibration, Vendor and Tool Governance, Leadership Enablement, and Experimentation Governance — each designed for both Extending and Establishing organisations.

Layer 03
Scale

The capability that transforms governance from a control function into a competitive asset. Use Case Portfolio Management, Governance as Commercial Differentiator, Regulatory Positioning, and Maturity Advancement. The element that exists in no major published standard.

What the major frameworks provide — and what this framework adds

NIST AI RMF, ISO/IEC 42001, and the EU AI Act are rigorous, well-researched, and important. An organisation that implements the NovumAI AI Governance Framework will find itself well-positioned against the requirements of each. These standards share a common design assumption — that the primary challenge of AI governance is controlling risk. They are built around risk categories, compliance controls, and management systems designed for organisations with established governance infrastructure.

The NovumAI AI Governance Framework addresses the gap they leave open: how do organisations at the Discovering and Building stages establish governance that enables their AI experimentation rather than constraining it? The answer is Foundation · Adaptive · Scale.

NIST AI RMF

Voluntary, sector-agnostic framework organised around Govern, Map, Measure, and Manage. The NovumAI Framework maps directly onto these functions and provides a practical implementation pathway for mid-market organisations.

ISO/IEC 42001

The first international standard for AI management systems. Organisations implementing the NovumAI Framework build the governance infrastructure required to progress toward ISO 42001 alignment.

EU AI Act

The world's first comprehensive AI regulation, with enforcement beginning 2026. The NovumAI Framework's Regulatory Positioning capability ensures organisations develop governance in anticipation of regulatory requirements, not in response to enforcement.

"

The organisations generating measurable commercial value from AI are not those that moved fastest without structure. They are those that built the confidence to move consistently — and that confidence comes from governance, not despite it.

NovumAI · AI Governance Advisory
Where does your organisation sit on the Maturity Scale?

Take the free 10-minute assessment and receive your scored governance position with tailored priority actions.

Take the Free Assessment Or get in touch →

Three ways to work
with NovumAI

Every engagement is structured around the NovumAI AI Governance Framework and calibrated to your organisation's current position on the Governance Maturity Scale. Practical, proportionate, and designed to advance your AI ambition.

Start with the free assessment Get in touch
Starting point
AI Readiness Assessment & Starter Toolkit

Benchmark your governance position across five dimensions. Receive a scored maturity stage placement with tailored priority actions and a ready-to-deploy starter toolkit. Free assessment. Toolkit from £197.

View service →
Core programme
Governance Foundation Programme

A structured engagement to implement the NovumAI AI Governance Framework within your organisation — Foundation, Adaptive, and Scale layers — with expert facilitation and leadership enablement throughout.

View service →
Ongoing partnership
Leadership & Board Advisory

Monthly retainer for senior leaders and boards. AI risk briefings, governance reviews, regulatory horizon scanning, and on-demand counsel from NovumAI. Limited availability.

View service →
"

Not with hype or theory — but with practical, proportionate frameworks built by someone who has spent a career making governance work in the real world.

NovumAI · AI Governance Advisory
Not sure where to start?

The free assessment places your organisation on the NovumAI Governance Maturity Scale and identifies the right service for your current position.

Take the free assessment Or get in touch →

Understand your
governance position
today

Starter toolkit from £197 · Free assessment included

A structured diagnostic that places your organisation on the NovumAI Governance Maturity Scale — Discovering, Building, Embedding, or Distinguished — with a scored breakdown across five governance dimensions and a ready-to-deploy starter toolkit matched to your position.

Take the Free Assessment Request a full diagnostic

The assessment benchmarks your organisation across the five governance dimensions of the NovumAI AI Governance Framework. Each dimension is scored to produce a composite maturity placement and a set of priority actions specific to your position.

Named Ownership

Is there a named, mandated individual accountable for AI governance decisions across your organisation?

Data Boundaries

Has your organisation defined and communicated what data can and cannot be used with AI tools?

Transparent AI Use

Is there a clear standard for when and how AI use must be disclosed internally and to clients?

Escalation Path

Does every member of staff know who to contact if something goes wrong with AI?

Evaluation Cycle

Is there a defined process for reviewing governance foundations as AI adoption evolves?

Your maturity placement

Each dimension scored and weighted to produce your position on the NovumAI Governance Maturity Scale.

Maturity Scale placement
Your position — Discovering, Building, Embedding, or Distinguished — with the scoring that underpins it
Dimension breakdown
Individual scores across all five governance dimensions so you know precisely where your gaps are
Priority action plan
Three to five tailored priority actions specific to your maturity position and governance gaps
Free quick-win resource
A practical governance resource matched to your maturity stage, delivered immediately
Starter Toolkit — £197
The complete NovumAI AI Governance Framework starter toolkit for your maturity stage, including ready-to-deploy governance tools
Ready to understand your governance position?

The assessment takes 10 minutes. Your maturity placement is delivered immediately. The starter toolkit is available for £197.

Take the free assessment Request a full diagnostic →

Implement the
NovumAI Framework
in your organisation

Consulting engagement · Scoped to your organisation

A structured engagement to implement the NovumAI AI Governance Framework across all three layers — Foundation, Adaptive, and Scale — with expert facilitation, leadership enablement, and governance documentation built specifically for your organisation.

Request a scoping conversation Start with the free assessment
01
Foundation Establishment

Implementation of all five Foundation layer requirements — Named Ownership, Data Boundaries, Transparent AI Use Standard, Escalation Path, and Evaluation Cycle. Includes documentation, staff communication, and governance owner mandate.

02
Adaptive Architecture Design

Confirmation of starting position — Extending or Establishing — and development of the five Adaptive governance domains calibrated to your organisation's specific context, risk profile, and AI ambition.

03
Leadership Enablement

A dedicated leadership session equipping your senior team with the governance fluency required to fulfil their AI governance responsibilities — and to respond with accuracy and confidence to client, board, and regulatory enquiry.

04
Scale Capability Development

Introduction of the four Scale capabilities — Use Case Portfolio Management, Governance as Commercial Differentiator, Regulatory Positioning, and Maturity Advancement — with implementation support and governance roadmap.

NovumAI AI Governance FrameworkA bespoke governance framework document specific to your organisation
Complete governance documentation suiteAll five Foundation layer documents, AI Use Case Register, Escalation Log, and Vendor Assessment Checklist
AI Governance Owner mandate and onboardingFormal mandate documentation and structured onboarding for your named governance owner
Board-ready AI Governance SummaryA one-page governance summary for use in board reporting, client proposals, and regulatory interaction
Governance maturity roadmapA structured advancement plan from your current maturity stage toward Distinguished
Ready to implement the framework?

Every engagement begins with a scoping conversation. No obligation — just clarity on your current position and what implementation would deliver for your organisation.

Request a scoping conversation Start with the free assessment →

Expert AI governance
counsel — on retainer

Monthly retainer · Limited availability

Ongoing advisory for senior leaders and boards navigating AI governance and risk. Monthly retainer includes structured AI risk briefings, governance framework reviews, regulatory horizon scanning, and on-demand access to senior AI governance counsel.

Enquire about availability Start with the free assessment
Monthly AI Risk BriefingStructured briefing on significant AI governance and regulatory developments, assessed against your organisation's specific risk profile
Quarterly Governance ReviewFormal review of your governance framework against the evolving AI landscape — identifying new gaps, emerging risks, and recommended adjustments
Board and ExCo supportPreparation support for board-level AI governance discussions — briefing papers, risk summaries, and presentation materials
On-demand counselDirect access to NovumAI for time-sensitive governance questions, vendor assessments, incident response guidance, or regulatory interpretation
Regulatory horizon scanningStructured monitoring of the AI regulatory and standards landscape with implications assessment for your organisation
CEOs and MDs

Who need to respond to board, investor, and client questions on AI governance with accuracy and confidence.

Heads of Risk & Compliance

Who need AI governance expertise to complement existing risk frameworks as AI becomes a material exposure.

Non-Executive Directors

Who need to fulfil their AI oversight responsibilities but lack the governance context to assess AI risk independently.

Limited availability

The retainer is deliberately kept to a small number of clients to ensure the quality and depth of advisory. If you are considering this engagement, please reach out early to discuss availability.

Interested in the retainer?

Availability is limited. A short discovery conversation is always the starting point — to confirm the retainer is the right engagement model for your organisation and your current governance position.

Enquire about availability
Free AI Readiness Assessment

Where does your organisation
sit on the Governance Maturity Scale?

Complete the 10-minute assessment and receive your placement on the NovumAI Governance Maturity Scale — Discovering, Building, Embedding, or Distinguished — with scored dimension breakdown and tailored priority actions. Immediately. Free.

Time
10 minutes
Cost
Free
Result
Immediate
Toolkit
From £197

The assessment takes 10 minutes. Your maturity placement is delivered immediately.
Your free resource is included — no payment required.

Take the Free Assessment →

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25 years making governance work in the real world

A career spent at the intersection of data, technology, and organisational change — building the governance frameworks and structures that help large organisations make better decisions, manage risk, and realise value from technology investment.

AI represents the most significant governance challenge of that career. NovumAI exists because most organisations are navigating it without the foundations they need — and the NovumAI AI Governance Framework is the answer to that.

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Dipesh Mistry
Partner, NovumAI
2024
Founded NovumAI and developed the NovumAI AI Governance Framework — addressing the governance gap that most mid-market organisations face in their AI adoption journey
2020s
Director-level consulting practice specialising in data governance frameworks and technology transformation programmes across professional services and regulated industries
2010s
Led multi-million pound data transformation programmes across financial services, maritime, and regulated industries — including AI governance advisory for global organisations
2000s
Built data governance capabilities and operating models for large enterprises navigating significant technology change — the foundational discipline that underpins effective AI governance
1999
Began career in data and technology — 25 years of building governance frameworks that work in practice, not just on paper
AI Governance

Designing AI governance frameworks that enable experimentation rather than constraining it — practical, proportionate, and built on international standards.

Data Governance

25 years building data governance capabilities — the foundational discipline upon which effective AI risk management depends.

Technology Transformation

Leading large-scale technology programmes where governance, change management, and organisational design are the critical path to value.

Risk Frameworks

Translating regulatory requirements into practical frameworks that boards and risk functions can own, operate, and evidence.

Operating Model Design

Designing the structures, roles, and processes that make data and AI governance sustainable beyond initial implementation.

Based in London

Working with organisations globally — across professional services, financial services, technology, and regulated industries.

Want to work together?

Start with the free assessment to understand your governance position, or get in touch directly to discuss how the NovumAI AI Governance Framework can be implemented within your organisation.

Take the free assessment Or get in touch →

Let's discuss your governance position

Whether you want to explore a specific service, discuss the NovumAI AI Governance Framework, or understand what the assessment results mean for your organisation — get in touch directly.

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Dipesh Mistry
Partner, NovumAI
Email
Website
LinkedIn
Location
London, United Kingdom
Location
London, United Kingdom
Not sure where to start?

The free assessment places your organisation on the NovumAI Governance Maturity Scale and identifies the right next step — in 10 minutes.

Take the free assessment →